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The biannual operations magazine of Opera, The Operations Club of SJMSoM, IIT Bombay
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The Operations Magazine, Spring edition, 2014
Issues in Sourcing Quality in Supply chainCOVER STORY
MAGISTER OPERANDI
EXPERTS VIEWCEO, Benchmark Six Sigma
ROOBAROO
The Journey of ChallengesMr. Abhineet
Co-founder, pulpypapaya.com
Omnipotent Six SigmaMr. Vishwadeep Khatri
Man behind the 'Toyota Way'
ROOBAROO
Learning from the journey of the Achievers
IN-FOCUS
sheeAshee
Eiji Toyoda
Dear readers, Greetings from Shailesh J. Mehta School of Management!! We welcome you to the Spring edition of Magister Operandi: Bi-annual Operations Magazine by Opera, The Operations and Supply Chain club of Shailesh J. Mehta School of Management(SJMSoM), IIT Bombay. The vision of the club is to impart basic knowledge and guidance in the domain of operations and supply chain management to all the budding managers. With this magazine they have tried to bring out how everyone views the world around them through the operations lens. “The illiterate of this century will not be those who cannot read and write, but those who cannot learn, unlearn and relearn” – Alvin Toffler. Opera, the operations and Supply chain club at SJMSoM, IIT Bombay serves as a platform for the students, faculty members and industry practitioners for sharing of knowledge in the field of operations and supply chain management. The club tries to acquire as much as knowledge as they can and they try and share it with everyone. I sincerely hope that Opera will reach new heights with the unmatched enthusiasm and talent of the entire team. The articles in this issue give you the usual flavour of operations but with a lot of focus on incremental and radical change that innovations in this field can bring in our day to day lives. You will find some suggestions, some critics, and a lot of insights on the way it can happen. Efficiency has been dealt with quite thoroughly in various sections. The articles cover a variety of areas like evolving cold chains, impact of IT trends in logistics and SCM, anticipatory shipping and sustainable innovations happening in this field. This is just a glimpse of what we aim to bring to you in the future. From the spring edition of Magister Operandi issue, we intend to reach more readers and seeking significant contribution from our new readers. Magister Operandi is a platform where we share and acquire knowledge about operations & supply chain management related activities, trend in industries around and prepare ourselves as integrative managers to face the future challenges. It’s the purpose of our life to spread the knowledge and experience to the benefit of entire society at large. I hope that this magazine will help you gain more insights into the developments in the field of operations across the world. I also take this opportunity to congratulate Opera club members for the effort behind the creation of this magazine and to everyone who could contribute to this magazine. Best Wishes and Regards, Prof. Gajendra K. Adil Head of Department, Shailesh J. Mehta School of Management IIT Bombay
From HOD’s Desk ….
Dear Readers,
I am excited to present to you the Spring 2014 edition of SJMSoM’s
Opera Magazine, with its collection of timely and thoughtful articles on
Operations Management (OM). The articles range from scholarly,
insightful articles from our School faculty who are amongst the country’s
foremost researchers, to thought-provoking articles from our young
minds, the budding Operations Managers of the future.
The topics reflect some of the major trends in the field. Although OM as
a management function has reached a certain level of sophistication and
rigor that can be the envy of many other functions, it has kept itself
nimble and adaptable to changes happening in the outside world.
Today’s economy is dominated by services, and the importance of
service OM is only going to increase in the coming years. It is in this
spirit that Prof Pankaj Dutta takes up a classic inventory model, the
Newsvendor problem, and finds novel applications of the same by
applying it to service industries to suggest techniques/tools for
managers make better decisions.
AnOther notable change is the focus shifting from local echelon to
holistic supply chain thinking. Prof Indrajit Mukherjee, an expert in
Quality Management, applies those concepts to address quality issues in
integrated supply chains.
Five other articles by doctoral students and Masters students bring to us
insights into some of the trending business phenomena, such as Online
retailing boom (Ph.d. Scholar Abhijit Bhagwat), cold supply chains
(Anmol Dhupar), Impact of Big Data on logistics and SCM (Arnab
Mukherjee, Kavea Madhanagopal & Abhishek Ramchandran),
Anticipatory shipping (Jahid Hassan & Priyam Chaudhary), and
Sustainable supply chain management.
OM within SJMSOM continues to grow from strength to strength. Some
of the specific heartening changes that I see happening are increased
collaboration between the “research” world of faculty and doctoral
students, and the more immediate and applied “practice” world of MoM
students. Over the years I see increased interest and collaborations,
with MoM students involving themselves in faculty research projects,
and doctoral students guiding and mentoring of Masters’ student
projects, thereby creating synergies. In the coming years I would also
like to see our field taking a more interdisciplinary approach, thereby
moving up from being seen as an “operational” level function to a more
“strategic” level function, and I hope this edition of Opera will create
some buzz in that direction.
Let us now hear from the authors themselves.
With best wishes,
Prof. T T Niranjan
Prof. T T Niranjan Faculty Coordinator Opera Club
Faculty Coordinator’s Message….
Greetings from Team Opera...
Team Opera, Operations club of SJMSoM, IIT Bombay, brings you „Magister Operandi‟, the biannual operations
magazine of SJMSoM, IIT Bombay. The editorial team has new blood altogether and we bring this edition to you
with lot of enthusiasm and hope that it helps build new perspectives and insights to add to your knowledge.
Before we introduce you to the intriguing world of operations management we would like to take this
opportunity to thank each and every one of you who has contributed for the magazine.
In this edition we bring to you six different sections dealing with varied concepts from various dimensions of
this domain. In the “Student Corner” we have selected and included some of the articles which we got as an
overwhelming response to the article writing competition.
In the “Faculty Corner” we have included some interesting insights on the e-commerce industries & application
of news vendor problem in the field of inventory management contributed by our distinguished faculties.
Our “Cover Story” focuses on how in this era of global competitiveness and rapid changes in technology,
industries are thriving hard to remain competitive by increasingly focusing and tackling issues in sourcing from
suppliers to gain competitive advantage.
In “In-Focus” section we have included a brief biography of Eiji Toyoda who has contributed and changed the
field of operations and SCM to what we see today. No one can explain the intricacies and problems involved with
supply chain and logistics better than a founder of an e-commerce startup himself. For the same reasons, we
also interviewed Mr. Abhineet, the founder of e-commerce startup www.pulpypapaya.com. We also have
included an article from Mr. Vishwadeep Khatri, CEO and Lean Six Sigma expert from Benchmark Six Sigma
which will take you through a simplified world of six sigma practices and how they could help each one of you in
your careers as well as day to day activities at your respective organisation
We also have an “Opera Corner” section, where all the activities of „Opera- The Operations club of SJMSoM‟
throughout the academic year have been briefly described. This also includes excerpts of an interview from the
campus winners of case study challenge by Marico.
We also have a “Fun Zone” to tickle your grey cells when you feel like you are overburdened with the loads of
knowledge that this magazine contains.
Team Opera would like to take this opportunity to express gratitude towards Prof. Gajendra K. Adil, HOD,
SJMSoM, Prof. T.T. Niranjan, Faculty co-ordinator, Opera club, Prof. Pankaj Dutta and Prof. Indrajeet
Mukharjee who supported us in this endeavour.
So get set to enter into the world of Operations Management where a plethora of ideas and concepts await your
perusal.
HAPPY READING..!!
Team Opera
Prashant Srivastava Parthajit Dutta Akash Chaudhari
Shreerang Kamble Anuvrat Gupta Rakesh Devadas
From the Editorial Desk ….
Issues in Sourcing Quality in
Supply Chain
Eiji Toyoda: The Man
Who Saved Kaizen
Abhineet Agarwal
Co-Founder, Pulpypapaya.com
Campus Winners, Marico-
Over The Wall 2014
Vishwadeep Khatri
CEO, Benchmark Six Sigma Magis
ter
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Anticipatory Shipping: Is It Here
to Stay?
Impact of Cloud Computing & Big
Data on Logistics & SCM
Reverse Logistics- Path to Achieve
Sustainable Supply Chain
RFID - Innovations in Logistics
& Supply Chain Management
Anticipatory Shipping: The New
Buzz in Logistics & E-Commerce
Big Data and Burberry
Evolving Cold Chain: A Way to
Optimize SC and Operations
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Operations Quiz
Leagile at Avenues
Newsvendor Problem-Applications
in Inventory Management
The Big Bang of E-commerce
Operations Continuum
Warehouse Visit to Dow
Chemicals and CCI Logistics
Crossword
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Eiji Toyoda was a Japanese industrialist who was
responsible for bringing Toyota Motor Corporation to
profitability and worldwide prominence during his tenure
as president and later, as chairman.
Toyoda studied mechanical engineering at
Tokyo Imperial University from 1933 to 1936. During
this time his cousin Kiichiro established an automobile
produced just over 2,500 automobiles. The Ford plant in
contrast manufactured 8,000 vehicles a day. Due to this
experience, Toyoda decided to adopt US automobile mass
production methods but with a qualitative twist.
Toyoda collaborated with Taiichi Ohno, a
veteran loom machinist, to develop core concepts of what
later became known as the 'Toyota Way', such as the
plant at the conclusion of his degree and throughout their
lives they shared a deep friendship that ultimately led to
starting of Toyota.
Toyoda visited Ford's River Rouge Plant at Dearborn,
Michigan during the early 1950s. He was awed by the
scale of the facility but dismissive of what he saw as its
inefficiencies. Toyota Motor had been in the business of
manufacturing cars for 13 years at this stage, and had
Kanban system of labelling parts used on assembly lines,
which was an early precursor to bar codes. They also fine-
tuned the concept of Kaizen, a process of incremental but
constant improvements designed to cut production and
labour costs while boosting overall quality.
Toyota approached the welfare of all
constituents of the company-- the livelihood of its
employees, the desires of its customers, the welfare of the
Eiji Toyoda: The Man Who Saved Kaizen
Vijay Krishnan Shailesh J. Mehta School of Management, IIT Bombay
12 September 1913 - 17 September 2013 Nationality: Japanese
Known For: Toyota Way
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subsidiaries and partner companies and even competitors -
- with full awareness of the responsibility that executive
decision-making entails. That awareness was reflected in
everything, from hiring decisions, to expansion strategy,
and even to small matters concerning the construction of a
new physical facility. Little is left to casual consideration
when every investment is thought of as a long-term
obligation: “I’m hiring this person today -- do I think I
will need him in 20 years? We’re constructing a new
building in one of our communities -- are we committed
to invest in the business locally to justify all that that
entails?” Eiji wanted to tour every Toyota facility, even as
global operations became more and more far-flung. Each
new undertaking wasn’t just a matter of the dollars and
yen of an ROI calculation. It was the beginning of a
commitment.
He engineered the successful Toyota-GM join
venture in California known as NUMMI, which
established the first Toyota culture and Toyota
production system in the USA. He showed us the value
of limiting WIP and avoiding overproduction by
providing the space and resources for the kanban system
to develop at Toyota. He built a kaizen culture by being
a leader who lived the core beliefs by example for a
quarter of a decade. Once he famously said
“People are the most important asset of Toyota, and
the determinant of the rise and fall of Toyota. “
He also recognized that what a business can
and should do is to commit to uphold commitment to
meet obligations to its people, to do everything within
its power to live up to the responsibilities it takes on.
Eiji described himself as forward-looking, never
thinking much about the past. He recognized that the
future is unpredictable, and he was determined to face
it with a spirit of “Let’s turn our attention there and do
what we can do, then tackle each challenge as it
appears.”
As a managing director of Toyota Motor,
Toyoda failed in his first attempt to crack the U.S.
market with the underpowered Toyota Crown sedan in
the 1950s, but he succeeded with the Toyota Corolla
compact in 1968, a year after taking over as president
of the company. During the car's development phase,
Toyoda, as executive vice-president, had to overcome
the objections of then-president Fukio Nakagawa to
install a newly developed 1.0-liter engine, air
conditioning and automatic transmissions in the
Corolla.
On continuous improvement, he said:
“It is not mechanical thinking. You can get water even
from a dry towel if you use your mind.”
Significantly, Eiji Toyoda made it not only safe
for workers to stop work to alert their leaders to
problems, but made it an absolute requirement. When
engineers and managers made mistakes, which were
typically more expensive than those made by workers on
the production floor, he let them know that he considered
this the price of educating them.
Appointed the fifth president of Toyota Motor,
Toyoda went on to become the company's longest serving
chief executive thus far. In 1981, he stepped down as
president and assumed the title of chairman. He was
succeeded as president by Shoichiro Toyoda. In 1983, as
chairman, Eiji decided to compete in the luxury car
market, which culminated in the 1989 introduction of
Lexus. Toyoda stepped down as chairman of Toyota in
1994 at the age of 81. Even after he retired, the respect
afforded Eiji among Toyota executives was palpable and
frequently expressed: “What would Eiji think, do, say?”
So, surely he is a good authority on the evasive topic of
“leadership.”
Eiji Toyoda taught that we must abandon our
biases and preconceived notions, rely the intelligence and
creativity of people and never give up looking for better
ways.
During this time Eiji began telling his story in a
series of articles in Japan’s top business newspaper, the
Nihon Keizai Shinbun. One year later, those articles were
compiled and published in a book called Ketsudan
(Decision). They were published two years after that in
an English translation with the title Fifty Years in Motion
-- an Autobiography by the Chairman. Unfortunately,
parts of the original articles were edited out of the
Japanese book and parts of the Japanese book were
further edited out in the English book. So, here is my own
translation of my favorite Eiji quote:
“The people at the top are just flag-wavers. It is muda to
wave your flag and have no one follow. What’s
important is to wave your flag in a way that makes
people want to follow.”
Eiji Toyoda passed away on Sept 2013 at the
age of 100. It is with love and gratitude that we
remember the man who forever changed how the world
improves the way we work.
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Magister Operandi Spring ’14
Radio frequency identification (RFID) technology uses
radio waves to automatically identify physical objects
(either living beings or inanimate items). RFID is an
example of automatic identification technology. Data on
Market Opportunities:
IDTechEx find that in 2013, the total RFID market is
worth $7.88 billion, up from $6.98 billion in 2012, and
growing to $9.2 billion in 2014. This includes tags,
the object (i.e. serial numbers; object information, etc.)
are stored in the RFID chips embedded in or attached to
the object. Using an RFID reader, the identity of the
object (data on the object) can be interpreted in a
collection of Tag, Reader, Reader Antenna, Controller,
readers and software/services for RFID cards, labels,
fobs and all other form factors. IDTechEx forecast that
RFID market would rise to $30.24 billion by 2024.
Sensor, Actuator, Host and software system and other
communication infrastructure Sensor.
Advantages & Disadvantages of RFID:
Advantages of RFID Limitations of RFID
Can be read without
physical contact and
Can sustain rough
operational environment
Cannot be used in
materials made of RF
opaque(Metals) and RF
absorbents (Water)
RFID tag can be read up
to 100 feet and it can be
re-written a large
number of times
Surrounding condition
(like having metal and
liquids) can impact RFID
solution
RFID reader can read
multiple tags at a time
and line of sight is not
required
Improper installation can
lead to reading collisions
Can be used to perform
other duties like
measuring temperature
and pressure
Immature Technology and
a practical limit on number
of tags that can read at a
time
Brazilian retail store Memove using RFID
solutions to track and control inventory.
Memove’s clothing manufacturers in Brazil,
China and elsewhere begin by sewing a
passive RFID label into each item
RFID - Innovations in Logistics & Supply Chain
Management
Shubham Agarwal Indian Institute of Management, Indore
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RFID Solution Procedure:
RFID in Retail Industry:
39.53
18.82
15.59
14.00
6.08
3.51 1.14
0.95 0.19
0.19
RFID benefits Replenish, allocation andSchedulingWarehouse Management
In- Store Operations
Returns/Recalls
Distribution
Merchandise Planning
Promotion Planning
Price Management
Sales Planning
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Magister Operandi Spring ’14
Reliable estimate of lost revenue for a retailer due to out
of stock can be anywhere from a few percent to 8 or
more percent. If a typical retailer losses 4 percent of
sales due to being out of stock, the improvements to the
top line for Wal-Mart could be $12 billion in additional
revenue with adoption of RFID technology.
Challenges for RFID Implementation:
We can see that challenges are also somewhat related to
each other like benefits. With technology advancements,
most of these challenges will eventually be overcome.
However, being a societal issue, privacy requires
morethan technological advancements and will remain a
major challenge for retailers. A balance between
benefits consumers can get in terms of better service and
savings and the impingements of privacy should be top
priority of retail sector.
7.9
8.6
8.2
8.3
0 2 4 6 8 10
USA
Europe
Other Regions
Worldwide
Percentage OOS
Overall OOS Extent (Averages)
38.71
17.2
15.05
13.98
6.45
3.23
3.23 2.15
RFID challenges
Privacy Issues
High Cost
Standard Issues
Data Warehousing and Integration
Technical Issues
Business Process and Redesign
Employee Reluctance
Multiple Reluctance
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Magister Operandi Spring ’14
Recent example of an RFID solutions implemented in
a retail store:
Brazilian retail store Memove uses RFID solutions to
track and control inventory. Memove’s clothing
manufacturers in Brazil, China and elsewhere begin by
sewing a passive RFID label into each item. With RFID
label in place, items are carefully tracked as they make
their way to the distribution centre and then to the store,
their arrival automatically updates the store’s inventory
system. Also on hand at each store is an RFID-enabled
trolley that need only be rolled through the aisles to
Future of RFID technology:
Effective RFID solutions depend on totally integrated
systems that can assimilate data to create decision ready
information, in addition to necessary sharing of
information with retailers. This technology also has
significant customer benefits which solidifies its
adoption in retail Industry. The ability of retailer to
monitor the shopping habits of the consumer in the store
at the time of purchase using RFID will help retailer to
better understand customer needs and thereby induce
better relationship with the customers. This technology
takes time to master and no one has completely mastered
the current technology. RFID is an inevitable technology
and business cannot ignore its vast potential and impacts
but there are still uncertainties impeding its progress and
update inventory in minutes. Dressing rooms are
connected as well so as to track how many items enter
and leave each stall. Shoppers, meanwhile, can
themselves check out securely by placing all their items
in a dedicated RFID-enabled basket, which calculates
the total price. Once the customer has paid either by
cash, debit or credit card at the POS terminal, the basket
automatically updates inventory and erases each RFID
label’s encoded ID number so that alarms won’t sound
as the shopper exits the store.
acceptance in business world.
The future for RFID is to develop more control
from farther distances, becoming ubiquitous, ambient,
more intelligent and thus making objects not only
communicate with us, but to be smart and think for
themselves and us. The future of identification
technologies is to make RFID solutions more complex,
applying advancing technologies such as Virtual Reality
and Remote Access, to make tagged assets work for us
in wider ranges and collect more and varied data. and
Remote Access, to make tagged assets work for us in
wider ranges and collect more and varied data.
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Magister Operandi Spring ’14
In the world of B-School Competitions, SJMSoM continued its legacy by winning RanNeeti, an Operations case study competition conducted at IIM Bangalore. Team SOM Aces [Devika MV, Sreenivasa Chandan and Shilpi Sharma (From Left)] battled it out with teams from all the B-Schools across the country. The competition was based on the real-time issue of 'Akshaya Patra' foundation of distribution of food to under-privileged school children. The team analysed and came up with the solution of optimizing the distribution operations to emerge victorious.
SOM ACHIEVERS
Potential areas of use of RFID technology:
Sl. No. Potential Areas Uses
1 Identification
Advanced ID cards and recognition systems
More secure, safeguards and protected I.Ds
2 Payments
All credit and debit cards are RFID enabled
Personal gadgets like mobile phone also chipped
3 Vehicles
RFID enabled real time car parking
Automatic pay of toll taxes using RFID
4 Animals
Advanced and open identification
Easy tracking, tracing, monitoring, controlling
using RFID
5 Buildings RFID can be used to allow users to control,
manage data on all aspects of equipment used in
buildings
Higher building security
RFID tags to manage energy consumption
Citation & References: 1. Journal on RFID strategic Implementation and ROI by Charles Poirier
and Duncan McCollum
2. Journal on RFID sourcebook by Sandip Lahiri
3. Paper on ‘Comparative Analysis of RFID Adoption in retail and
manufacturing sector’ by Mithu Bhattacharya, Chao- Hsein chu and Tracy
Mullen
4. Paper on ‘RFID implementation in retail industry: Current Status, Issues
and Challenges’ by Mithu Bhattacharya, Chao- Hsein chu and Tracy
Mullen
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Magister Operandi Spring ’14
Enough said and done about the global warming scenario,
but what is it that companies and manufacturing industries
can do to achieve positive tandem with the environment?
While the supply chain system caters from the inception
to the finished product‟s delivery to the customer; what is
important is not just how much value is added at each
level but even the amount of wastes and defects incurred.
There are 2 ways to deal with this:-
1. Resell such goods to another party (unfavourable
option) or
2. Incorporate a system wherein the supply chain is
inherent with adding value to products even if defective.
The latter can easily be carried out to form a sustainable
supply chain system by taking into account the
environmental aspect. How can it be done? Well let us
revisit some facts:-
„Logistics‟ per se is the management of resources from
the source to the point of consumption. A relatively new
concept that is catching businesses‟ eye is „Reverse
Logistics‟. It primarily deals with the same parameters but
in the opposite flow i.e. from the point of consumption to
the source; with the aim to recapture value of the product.
To put it in layman‟s understanding: it focuses on those
goods which are returned from the customer on account of
defects and damages.
It is observed that a majority of goods that are returned
are from the retail and electronic industries. Such products
do not generate revenue for businesses and are discarded
on accounts of faults. Thus accumulating the amount of
waste produced by a firm. The UN estimates that every
year about 20-50 million tonnes of electronic and
electrical waste are generated worldwide. Thus to manage
e-waste(refuse created by discarded electronic devices and
components as well as substances involved in their
manufacture or use) is of utmost importance in lieu of
environmental sustainability.manufacturing and retailing
of products possible.
1. Reverse Logistic is a Holistic Approach to Cater
to the Needs of the Customer
We are all very much aware of how important it is to
fulfil the needs, wants and desires of a customer so as to
garner a profitable throughput. However, in reality if a
Venn diagram is made to depict the needs and what a
customer actually gets ultimately; there are aberrations
and a complete intersection is hypothetical. Thus, it is
observed that a number of goods once sold are returned
due to a plethora of reasons: damaged and defective
goods majorly. Here‟s where Reverse Logistics steps in
to cater to such products which are later rendered usable,
replaced, repaired or refurbished. Hence addressing the
needs of a customer in totality: from selling to after sales
services.
2. Reverse Logistics is a Logical Solution to Curb e-
Waste
While supply chain works towards delivering the
finished good right from the very initial stage of
procurement of raw materials and sourcing; what most
organisations fail to keep a tab on is the amount of
goods returned on grounds of defects and damages.
Reverse logistics caters to precisely this domain and is
gaining momentum in the industry. It has historically
been an undervalued part of supply chain management,
but is currently drawing attention due to its direct impact
on profit margins, companies‟ environmental image and
the prevailing trend of corporate social responsibility.
Reverse logistics primarily includes the sorting, testing,
refurbishment, recycling, testing or even disposing off of
the product; thus a logical solution to curb e-waste.
Easier so, since it‟s inherent within the supply chain.
3. Potential Market
The e-waste and reverse logistics market has become a
$100billion+ annual, excluding much of the resale of
still usable goods that flood the marketplace as new
updates in software and hardware are released. With the
burning issue of global warming many environmental
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"Logistics" per se is the management of
resources from the source to the point of
consumption. A relatively new concept that
is catching businesses‟ eye is "Reverse
Logistics". It primarily deals with the same
parameters but in the opposite flow
Sustainable Innovations in Logistics & Supply
Chain Management
Sheeba Pathak Symbiosis Institute of Management Studies, Pune
legislation and policies are being set with stringent
requirements for the disposal of e-waste. Projections by
analysts and practitioners confirm e-waste to grow faster
than any of its counterparts in the waste segment, over
the next 5 years. The benefits of e-waste management
and recycling are many. Apart from the conservation of
natural resources and prevention of environmental
contamination by toxic chemicals, it also creates new
job opportunities and reduces the amount of energy
required.
*Predictions with 2020 in comparison with amounts in
2007 Source:http://computersandtheenvironment.files.wordpress.com/201
1/12/screen-shot-2011-12-09- at-2-50-04-am1.png
4. 100% of the Mobile phone parts can be reused!
Picture this: On an average the life span of a cellular
mobile phone is 2 years. Post this time duration what do
we do with our phones? 91% of us shove it away in a
desktop drawer, the garage or leave it idle at home for
an alternate option in case of emergencies.
100% of the parts within a mobile phone can be
recovered and used to make new products or generate
energy. This ever growing number of electronic waste
(e-waste) is expected to reach 93.5million tonnes by
2016. The underlying question remains-where does all
this go? About 80% of the e-waste collected in the USA
is dumped in developing countries such as China, India
and Pakistan. However, there are responsible e-waste
management guidelines set up by the WEEE (Waste
Electrical and Electronic Equipment) which recycles up
to 56% of the waste collected. The European Union has
set restrictions for exports of e-waste to prevent global
warming and further environmental damage.
5. What Reverse Logistics has to Offer
Here is when reverse logistics comes into play: it aids in
minimizing environmental damage caused by companies
and producers by collecting, sorting and
recycling/reusing used electronic goods. Once products
reach the final customer the reverse logistics activities
start and it is called aftermarket customer services.
There are several activities performed after goods are
returned which are as mentioned underneath:
Product Acquisition: It is the stage of retrieval of the
product back from the market. The timing, quantity,
quality and composition of returned goods need to be
managed in close synchronisation with other supply
chain parties.
Collection: the logistical activities (such as
transportation, consolidation, trans-shipment and
storage) to procure the products from the market and
then transport them to factories so as to process it via
other stages.
Sorting, Testing and Disposition: the classification
(according to quality and composition) of returns and
determination of the action to be undertaken on the
product. Market and strategic conditions are taken into
account in the disposition decision.
Recovery: is the process of recovering value from the
returned product by re-use, repair, refurbishment or
recycling.
Redistribution and Sales: the underlying purpose of
business is profit making and no value recovery
materialises until the recovered products, component or
materials are brought back into a forward supply chain;
thus the need for redistribution.
6. Short cut to make quick bucks
A growing number of companies is finding that there is
profit to be gained by sending things back. The business
of returns starts when a customer, retailer, dealer or
manufacturer finds something wrong with a product (out
dated, spoiled, broken or flawed). Reverse logistics is
one of the main unexplored areas for potential revenue
growth. Recalls, commercial returns, wrong deliveries,
warranties, repairs and refurbishment and end-of-life
returns are some of the many examples of reverse
logistics that companies face. Top companies such as
Nokia, Samsung and Toshiba have displayed Extended
Producer Responsibility by incorporating a reverse
supply chain logistics for the purpose of e-waste
management. Nokia has initiated the “Take-Back”
programme for mobile phones that have reached the end
of its waste cycle.
7. The Indian Prevalence
Relatively new in India, the lack of awareness and
consciousness of reverse logistics is catching up. One
such example is of GreenDust- a start-up in Gurgaon.
The brainchild of an IIT alumnus, its business model is
Type of e-Waste China India
Old computers 2-4 times 5 times
Mobile phones 7 times 18 times
Televisions 1.5-2 times 1.5-2 times
Refrigerators 2-3 times 2-3 times
Magister Operandi Spring ’14
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aligned completely with that of revers logistics‟
verbatim. GreenDust accepts rejected, defective,
unsold, returned products from the Original Equipment
Manufacturers and refurbishes them. In addition they
provide a year‟s warranty and then sell them as factory
seconds from their side. With clients as Haier, Apple,
Philips, Toshiba etc.; just 5 years old and with an
initial work force of 3 people to now 400 employees
GreenDust is going places. From an INR 0 to revenue
of INR 250 crore: just reiterate how lucrative this field
of reverse logistics is to generate revenue from
returned goods.
To end with, anything which is new, experiences
resistance from the masses as change is not easily
accepted; yet the incorporation of Reverse Logistics has
many takers primarily because of the noble cause of
CSR towards the environment. In a practical sense- you
are making money out of scrap: which would have
rendered you no revenue, if just discarded. Including it
within the supply chain itself will not only add a holistic
dimension to the entire process cycle but also is the way
forward to a sustainable system.
Magister Operandi Spring ’14
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Imagine this; one fine day, you place an order for shoes
and you receive them in less than a couple of hours
because the retail firm had speculated well in advance
that you would order shoes and your package was already
waiting for you to click the buy button, at a nearby
shipping hub! Sounds, a little bizarre! Doesn‟t it?
Recently, a firm was accorded a patent that will enable it
to dispatch a package even before the buyer/user has
made his mind to buy/use it. Well, the firm is none other
than the retail giant „Amazon‟! After the announcement
of deploying unmanned drones, this is yet another path-
breaking move by the firm in its mission to reduce the lag
between the two incidents of placing the order and
signing the delivery receipt.
This revolutionary idea is popularly known as
„anticipatory shipping‟ which essentially entails
anticipating what and when to ship and to whom. The
whole idea of anticipatory shipping rests on forecasting
what the shopper inside an individual will like to
purchase. This is done by pursuing and probing
numerous points of massive customer data like pertinent
product searches on the web, previous purchasing
pattern, nature of wish-list and shopping cart contents,
type of items that one has liked or rated, the amount of
time a customer‟s cursor spends on a page or even
lingering over a particular item etc.
The quintessential query is: How to do it?
The yet-to-be-ordered product items will be shipped
from a fulfilment centre to customer‟s proximate
location via FedEx and United Parcel Service trucks
without stipulating the actual and accurate address at the
time of shipment. If the products that are already in transit
are ordered, then full addresses will be updated.
The case of “speculatively shipping” as
mentioned in Amazon‟s patent, brings out alternate
scenarios that according to the immediacy of different
potential buyers, packages can be re-routed and will
remain in transit unit one of them actually makes a
purchase.
In case the package actually reaches the
doorsteps of a customer who never placed any such
order, the firm may offer discounted rates or may even
give it away as a promotional gift if the cost of fetching
it back exceeds the cost of gifting it to a pre-customer.
Thus, the package goes to someone who, according to
research, was probably thinking of buying it or will at
least like it. Even if nothing else, it will bolster the
firm‟s quest to build goodwill.
This particular method could work well for
new entertainment releases of video games, books,
movies, music albums etc. This could also work in case
of frequently occurring purchases of consumable items.
It will be based on a model that will assign a percentage
rating to customers; and the ratings will signify the
probability that he/she will place the order. For example,
an ardent fan of a series of books, who had ordered the
previous launches, is very likely order a sequel as well.
Amazon and many of its counterparts have in
place, computer and statistical models to recommend
items that a customer “may” want; this analytics can be
taken up a notch to provide ample evidence to assume
that he or she “will” desire them and that an order is just
round the corner. Google‟s auto-complete feature on its
search bar is one of the more well-known examples of
how to leverage vast sets of user-data in predicting
future action and with companies gathering even more
heaps of customer data, it is very likely that the accuracy
of prediction will only improve.
The system of computer terminals and network
that will realize this vision is contemplated as a set of
two. The first system‟s job will be to pinpoint to a
geographical area well in propinquity of the location of
"Anticipatory shipping" essentially entails
anticipating what and when to ship and to
whom. The whole idea of anticipatory
shipping rests on forecasting what the
shopper inside an individual will like to
purchase
Anticipatory Shipping: Is it going to be the new
buzz in logistics and e-commerce?
Priyam Chaudhary Faculty of Management Studies, Delhi
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the customer to facilitate expeditious execution of the
shipment. The second system will be configured in a
network to communicate with the first system which
will specify an address later.
How is ‘packaging before purchasing’ i.e.
anticipatory shipping advantageous?
Diminishing delays: The e-commerce firms lag
behind brick-and-mortar stores on the parameter of
time for gratification i.e. waiting time, as it is
negligible in case of offline stores and any customer is
loath to waiting. Even though a firm like Amazon is
presently able to deliver orders in two days, the patent
that was filed in August 2012 and granted in
December, 201 presents a case to take speedy delivery
in the arena of e-commerce to a whole new level with
a drastic diminution in durations of delivery.
Reduction of logistics cost: It can turn out to be a
giant leap on the path of reducing error-prone human
element in the delivery mechanism. In the sphere of
logistics, there is an opportunity to save 10% to 40%
by making better decisions.1 Anticipatory shipping
might be the „better decision‟ being referred to.
Customer comfort: Customers will get almost the
same service as an offline store as they will be able to
receive the merchandise soon after the purchase. This
coupled with other added benefits of se-commerce
like saving of time, energy and effort, can be an
exemplary tool in the quiver of customer centricity.
Visualize how delighter a mother would be to receive
her order of jacket for her child in less than a couple
of hours when it‟s chilling cold outside..!!
If the algorithm employed by a firm to predict
preferences fails to perform, it can be a costly burden
to bear. Misappropriation of the idea where customer
learns how to trick the firm into believing that the
customer may place an order soon and then later
renege on paying for it, to get discounts is yet another
plausible occurrence. Besides, needless to say,
delivering something to the customer that they
eventually decided not to order due to any possible
reason can‟t be good; let us, for one moment, assume
it‟s a financial reason; this can be a displeasing and
disconcerting experience that anyone would hate to
encounter. However, the firm may keep the product in
a distribution centre close to them for faster fulfilment
waiting for the moment when you finally succumb to
your love of the item and hit the „buy‟ button. What
will follow are the risk and consequences of
misallocation and increased inventory cost for the firm.
Whether the life of this ambitious idea is
ephemeral or it goes on to redefine and reinvigorate
the arena of logistics and e-commerce; only time will
tell! However, the way Amazon gained a considerable
advantage over its rivals all the way back in 1999
through the patent of One-Click-Buy, persuades us to
believe that history could very simply repeat itself.
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“A business running without accurate data is running
blind.” -Ash Mahmud, Head of CRM, Groupon
According to “Logistics Trend Radar” (2013) published
by DHL, both big data and cloud computing is going to
have high impact in logistics within the next 5 years. Big
Data is both hard to understand and hard to ignore. It is
actually a collection of database from different resources
which has a great potential in current business scenario.
The volume of big data has increased enormously for past
few years; world's technological per-capita capacity to
store information has roughly doubled every 40 months
since the 1980s. On the other hand, cloud
computing have advantage of hosting of application &
hardware and managing data, which put forward reduced
cost and higher efficiency.
According to a recent survey, 8% of
respondents had a petabyte (10 15
bytes) of data in a
single database while 47% of the companies surveyed
said that they expected a petabyte of information in the
future. To manage and leverage upon this massive
amount of data the companies has started to take the
initiative. 28% of companies have a Big Data Initiative
today with 37% planning to implement a big data team in
the near future. (Fig.1). The outgrowth of this data is due
to increase in the volume of data collection instruments.
Electronic On Board Recorders (EOBRs) in trucks, RFID
tags in products, RF readers in distribution centres and
growing no of social media feedbacks and Smartphone’s
are generating data continuously and companies are
planning to capture more amount of data for most of the
resources in the future (Fig.2).
Supply Chain Management (SCM) is such a
subject which has potential of reducing costs and gaining
competitive advantage at the same time. One of the major
problems in SCM is lack of agility, its tools and
processes are designed to manage structured transactional
data. So it needs to tackle the processes to utilize huge
amounts of unstructured data.
One of the major problems of current supply
chain is forecasting inaccuracy. But by the use of social
Impact of Cloud Computing and Big Data on
Logistics & Supply Chain Management
Arnab Mukherjee National Institute of Industrial Engineering, Mumbai
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According to a recent survey, 8% of
respondents had a petabyte (10 15 bytes) of
data in a single database while 47% of the
companies surveyed said that they expected
a petabyte of information in the future.
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media data, promotional data and the weather predictions
companies can better forecast the sales. Eventually, it will
help to manage inventory in a better fashion. One of the
global beverage companies used weather forecast data to
decide upon the demand and inventory levels. Taking into
account temperature, Rainfall and Hour of sunshine in a
day they cut down their inventory level and increased their
forecast accuracy by 5%.
Using GPS and other logistics data will detect proper
route and obstruction in a current route. Though it is
not possible to re-route in real time, but it will help to
decide the most advantageous route to reduce the
transportation cost
Big Data boosts CRM techniques which help to
optimize customer interaction and eventually provides
better customer service. McDonald’s used store data
and ordering patterns to provide better customer
service by changing the layout and change in menus
in few of its outlets
Long term supplier relationship and strategic selection
of supplier depends on the collection and proper
analysis of the vast amount of data available about
them
One of the path breaking ideas in the logistics industry
is to use commuters or taxi drivers to deliver the
products for “the last mile service” which increases
the logistics efficiency. Though it has its challenges,
but this real time data based service has huge potential
In a nutshell, big data reduce the risk associated with the
supply chain. One of the examples is, Logistics service
provider DHL has implemented a tool “Resilience360”
based on big data analytics to detect early detection of
potential risks in the supply chain.
Benefits of Cloud Computing:
Capital investment is less or zero
Variable expense is requirement based, buyers
“pay- per -use”
The operational cost is lower than normal in house
IT system cost
Cloud computing not only offers flexible
configuration, but users can also access the data
from any location at any time. It is also very useful
for activities such as transportation management,
Warehouse management system (WMS) and point
of sales data collection.
Cloud services help all the stakeholders of the
supply chain to remain linked up in. Any
information and updates of announcements,
contacts, scheduling, public pricing, service
options will be available to all the partners once
entered. This continuous updated information will
improve reliability of the value chain and customer
service eventually
Also cloud platform provides complete visibility of
supply chain and logistics channel and detects the
cause of the disruptions
Logistics Mall is one of the examples of cloud
computing based process where it not only provides
service but also help to design and combine design
chains.
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Magister Operandi Spring ’14
But not all supply chain system are ready for cloud
computing -
Complex or unique processes which require a high
level of customization is suitable as of now
Processes which require a high level of integration is
also out of scope
Most of the companies don’t have a comprehensive
method to use big data
The valuable knowledge extracted from the datasets
depends on right analytical tools which depends upon
judgement and data scientists who are scarce
The major concern of cloud computing are “three
A’s” of data security: authentication, authorization
and accountability. This is of essential importance in
case of roles and business relationship of different
partner companies.
Also few companies believe its business data as
intellectual assets. So, sometimes they are reluctant
to disclose their data in a common platform fearing
losing competitive advantage
Big data is becoming popular because it furnishes a
huge database to estimate the trends, but for the same
grounds it is difficult to store. For conventional
RDBMS framework, it is difficult to manage additional
unstructured data so cloud based services are perfect
option for that. In IBM interconnect 2013 it was rightly
pointed out that data analytics supported by cloud
infrastructure will harness increased value from the
dataset.
Cisco IT built S-Cloud to store, control, and
secure unstructured data. Storing two copies of a 1-TB
object on S-Cloud cost CISCO US$119/month
compared to $256 for Network Attached Storage. Also,
it eliminated the requirement to manually increase the
storage capacity.
Citation & Reference:
1. Hilbert, Martin; López, Priscila (2011). "The World's Technological
Capacity to Store, Communicate, and Compute Information"
Science 332 (6025): 60–65.
2. http://www.cio.com/article/734647/How_Cloud_Technology_Can_Tr
ansform_Supply_Chain_Performance?page=3&taxonomyId=3015
3. http://www.businessrevieweurope.eu/technology/big-data-driving-
changes-in-supply-chain-management
4. http://www.mckinsey.com/insights/strategy/are_you_ready_for_the_er
a_of_big_data
5. http://www.cisco.com/c/en/us/solutions/collateral/enterprise/cisco-
on-cisco/Cisco_IT_Case_Study_Storage_Cloud_for_Big_Data.html
6. http://thoughtsoncloud.com/2014/02/cloud-computing-and-big-da
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Implementation of big data all through the supply chain is
demonstrated through Burberry, a leading fashion brand
based in London. Usage of SAP HANA to obtain real
time inputs is been elaborated in the article.
Angela Ahrendts, the CEO of Burberry knew that
revamping the flagship store had finally paid off with
delighted new customers flocking the store. Burberry, the
luxury British fashion house was established in 1856
boasts some of the most innovative menswear, women's
wear and has over 500 stores in over 50 countries. It also
remains one of the most lauded fashion houses in
adopting new technologies.
Fashion industry, for years had remained dynamic with
higher and lower end players adopting different strategies
to beat the market and sustain their market brand equity
by not cutting prices during recession, creating that
differentiating factor for attracting and retaining
customers became a challenge.
At such an era of cut throat competition, Ahrendts
wanted to implement inferences from the interesting case
of Grand bazaar in Istanbul where rug merchants employ
big data analytics for business. Grand bazaar, existing
since the Ottoman Empire, is 700 years old and has
400000 visitors each day. Their rug division is popular
among tourists and is well known for high quality
Turkish rugs. Turkish rug merchants impress customers
by striking a conversation with them about their personal
background and thereby gathering useful data about
them. They had a microcosm of today's 'databases' and
analysed the 'big data' to arrive at customer preferences.
They had asked questions like "Welcome to Istanbul!
Which hotel are you staying at?", "Which city are you
from?" to assess the customer characteristics from the
income level and the city they come from. According to
the information gathered from historical data of
customers having similar characteristics, they served new
customers by showing the rugs that they most likely are
to buy.
Burberry gave a thought to going the Istanbul
way for impressing customers. Ahrendts wanted it to be a
personal experience for customers while they walk in to
the store. She arranged for a meeting with John Douglas,
the chief technology officer at Burberry to come out with
a solution to make Burberry the place where customers
can get anything they want. They had an agenda of 12
Bigdata and Burberry
Kavea Madhanagopal & Abhishek Ramchandran T. A. Pai Management Institute, Manipal
Burberry, the luxury British fashion house
was established in 1856 boasts some of the
most innovative menswear. It also remains
one of the most lauded fashion houses in
adopting new technologies
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months to come up with an innovative solution to beat
the market.
After having discussion with different vendors
and developers, a plan was finally set in place. At the end
of 12 months, a program named Customer 360 was
launched. Through Customer 360, every customer can
digitally share their shopping preferences, experiences
and likes. The whole of the program runs on SAP HANA
platform which analyses data in real time. The
information of a particular customer visiting the store can
therefore be delivered to the employees' tablets in real
time which creates a grand bazaar type of experience.
In addition, there also planned to add a RFID
tag to every garment which will show the customer, a
video of where and how the product was made. The
whole history of raw material sourcing and the supply
chain data is transmitted to the customer's file. The file
in turn will also show what type of garments the
customer has tried on.
The employee at Burberry can therefore greet
a customer by their name, show them garments based on
their history of shopping, predictive analytics and posts
on twitter and other social networks. It will be a digitally
integrated showroom that surprises a customer who
walks in.
Though it is true that this idea had changed the
world of retail business model upside down, time would
let us know the actual success rate of this model. The
extent to which customers would enjoy the fact that their
shopping trends are being noticed remains a question.
Although the RFID tags give a personal touch through
videos, the thought of their preferences being monitored
may come across as being intimidating for some not-so
tech savvy customers. On the other hand, for the early
adopters of fashion trends, it well seems like a blessing to
have Burberry find exactly what they want.
Real time application of Big-data in retail also
gives some cues on improving e-marketing strategies and
targeting the right product to th e consumer. Using SAP
HANA to create suggestions in real time can hugely
improve the usage of predictive analytics and big data in
the future. The implications for Business Suite customers
migrating to SAP HANA are going to be huge in the near
future, changing the face of retail.
Citation & References: 1. Burberry. (2013). Available: http://uk.burberry.com/. Last accessed 1
Dec 2013
2. Forbes. (2013). Big Data at Work in the Grand Bazaar of Istanbul.
Available: http://www.forbes.com/sites/sap/2013/10/16/big-data-at-
work-in-the-great-bazar-of-istanbul/. Last accessed 2 Dec 2013.
3. Forbes. (2013). How Retailers Use Big Data To Spot Hot Shopping
Trends. Available:
http://www.forbes.com/sites/sap/2013/11/25/how-retailers-use-big-
data-to-spot-hot-shopping-trends/. Last accessed 2 Dec 2013.
4. Jay Liebowitz (2013). Big Data and Business Analytics. Florida:
Auerbach Publishers Inc.
5. Reza Soudagar. (2013). Grand Bazaar of the Future in the Heart of
London. Available: http://scn.sap.com/community/business-
trends/blog/2013/10/22/grand-bazaar-of-the-future-in-the-heart-of-
london. Last accessed 2 Dec 2013
6. 'Vendor Insight: In Brief SAP HANA for both transactional and
analytic workloads – when does it make sense?' by Helena Schwenk,
MWD advisors, January 2013
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Introduction:
We are living in a world where global giants like Wal-
Mart and Amazon knows more about us than we do.
While Big Data has revolutionized logistics and e-
commerce business the competition between different
companies is now in terms of delivery time. Global
logistics and e-commerce companies are heavily
investing in Research and Development in order to
invent new technologies so as to improve the efficiency
and effectiveness of their supply chain. These
investments have yielded good returns for Amazon so
far. Starting from one-day delivery to use of Drones,
Amazon is doing things that were once thought to be
impossible. Next in this list is anticipatory shipping
where the desired product will be shipped even before
the customer orders that product. Big data has made this
a reality, and if it proves to be successful for Amazon
soon we may see many e-commerce companies adopting
anticipatory shipping. This article is structured to brief
about anticipatory shipping and its possible impact on
the e-commerce industry.
What is Anticipatory Shipping?
Anticipatory shipping or speculative shipping enables a
company to ship desired products to customer’s
geographical area before the customer orders it by
predicting customer’s behaviour based on his/her past
purchases, wish lists, time he/she scrolls over the
product, feedback on last purchases etc. Amazon has
obtained a patent for this technology and as per the
patent description; one or more products will be shipped
from Amazon’s fulfilment centre to particular area’s
warehouse or distribution centre.
As per the patent description the products will
be shipped without any delivery address instead only
with destination area and when the customer makes the
purchase, system will specify the exact delivery address.
There may also be situations where the products will
ANTICIPATORY SHIPPING : the new buzz in
logistics and e-COMMERCE
Arun Kumar C & Jahid Hassan Indian Institute of Management, Udaipur
Global logistics and e-commerce companies
are heavily investing in Research and
Development in order to invent new
technologies so as to improve the efficiency
and effectiveness of their supply chain
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remain continuously in transit until customer purchases
the product. If the customer does not place an order as
expected, which again could be found through his/her
recent browsing history in Amazon, the Seattle based
firm has decided to gift the product to some of its
existing customer who might like the product (again
through data analytics) in order to build loyalty or it may
re-route the products based on proximity to potential
customers.
Cost to Company:
Although this new innovation gives a definite edge over
other e-commerce companies, it comes with huge cost.
Firstly the company needs to invest in expanding its
local warehouses in different geographical areas as the
products shipped could not remain in-transit forever.
Secondly the proportion of customers following a
product to customers actually buying is very low, and
the company may end up shipping huge number of
products which will occupy huge shipping space due to
which transportation costs will rise abruptly. The below
graph shows the average number of users visited for 3rd
quarter 2013 for various sites.
It can be seen that around 162 million users
visit Amazon site every month and less than 3% of these
visits represent actual purchases. There is also a point
where purchasing prediction will fail after all human
behaviour is still a mystery and in order to save storing
space company might end up giving away the products
for free which though results in intangible benefits will
still be considered as a loss.
As Amazon has been continuously yielding
lower profits in spite of increase in sales these financial
drains could have a major impact on implementation of
this mechanism.
Impact on E-commerce and Logistics Industry:
As a system, anticipatory shipping is a concept that will
lead to a drastic fall in the cost of logistics. Further, on
successful implementation and acceptance by customers,
it could dissuade people from physically entering stores
in the future. Though various insights such as previous
buying habits, surveys and questionnaire results,
lingering over a particular item for a long time go into
deciding the product for a particular customer, this
system can be prone to drastic errors. It all depends on
how people actually take the new innovation.
From a logistics point of view, this will create
a dramatic revolution as delivery times will be reduced
multifold. With respect to inventory, it would lead to a
complete restructuring as goods will be distributed to
local distribution centres and shipping trucks while the
wait for customer to place an order is on. The main idea
is to spread the inventory from a centralized warehouse
into the last part of the supply chain excluding the end
customer. As this idea is scalable, the anticipatory risks
can be tweaked depending on whether the model is
successful or not. There is a huge risk associated with
such a mechanism as there is always a chance of the
customer’s buying habits not having a close relationship
with the algorithm employed in this process.
It was Amazon who created a revolution by
patenting the right to “one-click buying” and it is the
same organization which has come with this innovative
method of predictive marketing. We can illustrate the
pros and cons of this model using various examples.
Pros of this System:
It will create a new revolution in the world of e-
commerce and logistics as the implementation involves
the use of predictive marketing due to a huge decrease in
delivery time and reduced inventory costs respectively.
The system will work exceptionally well with
products that a consumer would want on the day of its
release. For example, release of a popular book (or) a
DVD. It will help in creating better relationship with
clients as their products have more chances of being sold
to customers almost being influenced to buy a product
which they otherwise would have been avoided due to
several reasons.
Cons of this System:
Shipping products directly to the consumer’s location for
some instances of anticipatory shipping could lead to
irritation on the consumer’s side and may lead to an
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adverse impact on the shipping company as well as the
brand value of the product being shipped.
The algorithm could fail miserably in instances
where a consumer was looking for a product for
someone else. For example, a person living away from
his parents could have been looking for products for
them. On receiving this product, such a person is bound
to move away from the website providing these
unwanted products.
Products could be sent to a local warehouse of
a person who doesn’t needs the product and as a result
lead to loss of inventory available to serve another
person who actually wants it.
Conclusion:
This system of using Predictive Analysis devised by
Amazon is very innovative and could lead to a huge
revolution and become a huge success if the algorithm it
works on turns out to be right. However, even on the
slightest of errors, a huge negative impact could result on
the company as well as the product. The impact on the
stakeholders is huge if the system is implemented. The
complexity and nature of parameters taken into account
on devising the algorithm and the acceptance of the
system by the consumers is what would determine
whether it would turn out to be a new buzz in logistics
and e-commerce.
Citation & References: 1. http://www.cbsnews.com/news/amazon-files-patent-for-anticipatory-
shipping/
2. http://rt.com/usa/amazon-anticipatory-package-shipping-836/
3. http://techcrunch.com/2014/01/18/amazon-pre-ships/
4. http://www.statista.com/statistics/271450/monthly-unique-visitors-to-
us-retail-websites/
5. http://blog.mainstreethost.com/amazons-anticipatory-shipping-terrible-
idea#.Uw-Pno3Hlsk
6. http://www.tested.com/tech/459832-brief-amazons-anticipatory-
shipping-patent/
7. http://nypost.com/2014/01/20/amazon-wants-to-ship-your-delivery-
before-you-order-it/
8. http://www.businessinsider.in/Amazon-Has-Patented-A-System-For-
Shipping-Your-Stuff-Before-You-Order-It/articleshow/28974802.cms
Magister Operandi Spring ’14
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The global economy is armoured by the strength of supply
chains. Smooth movements of goods, reliable and quick
traceability from the point of manufacture to the point of
sale is something that makes the large scale
manufacturing and retailing of products possible. The
more the separation, the more likely are the chances of
freight getting damaged in one of many transport
operations involved. Damage might be induced by shock
or by gratuitous temperature variations. To the rescue to
the latter, come cold chains. The cold chains are
temperature controlled supply chains comprising of
storage and distribution activities which may be used to
extend the shelf life of various products like sea-foods,
frozen foods, pharmaceutical drugs and chemical
compounds. Difficulty starts to creep in the supply chain
when the freight is delicate, perishable or requiring special
handling. Refrigerated and thermal methods of packaging
are adopted to protect the integrity of the shipments.
Dependence of cold chains on physical means makes
them a necessity, series of tasks required to store, monitor
and transport makes them a process, and perquisites of
knowing the biological and chemical status of the
perishable products makes them a technology. An
effective cold chain will provide optimum shelf life, will
shorten the transit time and create efficiencies. Depending
on the requirements of the shippers and retailers a typical
cold chain may include:
1. Import/ Export: Expert handling of imports, exports
and smooth movement of the cool cargo, across
international borders in addition transportation results in
reduced spoilage and labour costs.
2. Ocean or Air Transportation: During such travels
standards are usually set for loading at the point of origin
and visibility across each container is maintained.
3. Warehousing: Dedicated centres may be maintained
along the chain for cross docking or storing so that the
supply chain is never compromised even during loading
or unloading.
4. Ground and Intermodal transportation: Refrigerated
containers using technology are now introduced into
intermodal systems and they have created new
opportunities in several industries.
On the economic front, the cold chains allow many
developing countries to participate in the global market of
perishable products both as consumers as well as the
producers. Also consumers with intensifying powers are
are preoccupied with healthy eating habits, therefore an
array of exotic fresh fruits and vegetables that originate
from around the world are seen available these days. On
the geographical font, it has made all global, local and
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Dependence of cold chains on physical
means makes them a necessity, series of
tasks required to store, monitor and
transport makes them a process, and
perquisites of knowing the biological and
chemical status of the perishable products
makes them a technology
Evolving Cold Chain: A way to optimize Supply
Chain and Operations
Anmol Dhupar Institute of Management Technology, Ghaziabad
regional supply chains all the more effective. Thus
evolving cold chains with upgrades have increased shelf
lives’ across the borders.
In the US, containers are double stacked onto flat-rail cars
(COFC – container on flat car technology) rather than
“Trailers On Flat Cars” (TOFC) or “Over The Road”
(OTR) trucking. In Canada, all the intermodal shipping is
achieved through the more environment friendly, efficient
and profitable COFC. COFC also helps in reducing
emissions being fuel efficient, and thus building green
credibility for the companies using it. Also the Indian cold
chain industry is expected to grow at sky-rocketing speed
and is believed to reach INR 64000 crore by 2017(Fig 2).
On the global front, the cold chain industry is expected to
rise to 140 billion USD in 2017 discerning to changing
tastes and preferences and increasing globalization.
According to the Assocham report, “Opportunities in cold
chain: emerging Trends and challenges”, India only has
cold chain capacity to support 9 million tons, the reported
produce being 147 million tons of vegetables in 2011.
Thus the need for an evolving cold chain is vital in
developing countries. According to the report India loses
35-40% of the Vegetables and Fruits it produces, and this
is the reason for the dismal contribution in the world
trade.
But it is important to mention that the cold chain supply
operations have significantly improved in recent decades.
The industry has responded to different requirements of
products by setting temperature-standards for varied
products. The most common among them are : for banana
:13°C, frozen : -16°C to -20°C , deep frozen: -28°C to -
30°C, chill: 2°C to 4°C , pharmaceutical 2°C to 8°C. The
maintenance of these is important to ensure optimal shelf
life.
Revenue generation by Geography is shown below and a
few companies that are into large scale cold chain
business include Americold Logistics-U.S, Northern
Logistic Property-Sweden, Preferred Freezer Services-
U.S, Swire Cold Storage Pty. Ltd.-Australia, Millard
Refrigerated Services-U.S.
3
5
7
9
11
0 1 2 3 4 5
India
Costa Rica Brazil
Ireland Germany
Rank
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GR
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Magister Operandi Spring ’14
Due to increase in the demand of milk products from
every corner of India, also demand of meat exports in the
Middle Eastern countries and increasing focus in the
pharmaceutical sector in the supply chain there is huge
demand for refrigerated vehicles in different verticals.
Sector wise distribution is shown below in chart:
The technologies that provide a temperature controlled
environment during the transit include dry ice.
Solidified carbon dioxide at about -80 is capable of
keeping the shipment frozen for an extended time
period. Also gel-packs help in providing ambient
temperatures by changing their phase from solid to
liquid or vice versa using what is called as escaping
energy. Eutectic plates are not too different from gel
packs; these plates can be reused and filled with liquid
again and again. Liquid Nitrogen increases the
temperature range of coldness and provides
temperatures as low as -196°C. It is used mainly in
transportation of biological cargo such as organs and
tissues. Some businesses also use insulated pieces
known as quilts to increase the shelf life of the product
it is supposed to protect. Reefers have their own
autonomous plant is used sometimes to keep the cargo
not only cool, but warm too meeting customized
requirements of various products. Some use the attack
on the emotional appeal, for instance Envirotainer uses
photographs of children as a mark that is understood
across borders, also according to the company officials,
the photograph reminds the container handlers of the
importance of the what they do, they believe that people
are more engaged if they are given a chance, and they
meet this using the photograph and by depicting through
it, what the contents of the container means to the child in
the picture. Thus the technological advancements have
helped in ensuring efficiency and optimization in a great
way. There are some best practices in the cold supply
chains which, if exist, ensures performance and
efficiency, these innovations should be offered by
business providers. Telematics, which is the ability to
remotely operate, monitor or adjust each container while
it is on a rail-car, truck, or even on a ship. There are
containers that are capable of sending real time
information about their current location. Thus tracking is
improved significantly. COFC gallon capacities are
available up to 120 gallons, which is more than standard
capacity of 75 gallons; a larger fuel capacity ensures that
the temperature is controlled even in case of delays. Also
available are multi-temperature warehouses as they are
capable of storing both refrigerated as well as frozen
products. These can also provide cooler cross docking-
areas where trucks can be unloaded and reloaded for final
deliveries. Insulation of containers allows for the climate
control and results in slower fuel burns during the transits.
Opportunities exist for the business providers in sectors
such as paints, cosmetics, pharmaceuticals and much
more. Thus cold chains are actually optimizing the
existing supply chains in a big way.
Citation and Reference: 1. http://www.assocham.org/events/recent/showevent.php?id=822
2. http://www.envirotainer.com/activemindset/?gclid=CL2Cy8SH4rwCFW6t4
godIiQA5g#.UwnP8fmSwlo
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1. Customer demand is 34,000 parts per month. The
company works 5 days a week, 20 days a month in two,
8 hour shifts. Lunch is 30 mins per shift and 2 10 minute
breaks are taken per shift. Eveyday a team briefing of
10 mins is required. Takt time is:
a. 0.5 minute per part b. 1 part per minute
c. 0.5 part per minute d. 1 minute per part
2. Given actual and forecast demands for 5 years:
Year 1 2 3 4 5
Actual 56 67 78 89 100
Forecast 64 68 75 85 106
MAD & Tracking signal for the 5 years are:
a. -8, 1 b. 4.4, 1.82
c. -8, -1.82 d. 4.4, -1
3. Charlie's Chocolate factory has 5 machines operating
in sequence to manufacture chocolate. The cycle time
taken by each of those machines are 1, 6, 3, 5, 2 hrs.
respectively. The plant operates round the clock. How
many chocolates can the factory produce in a week?
a. 32 b. 24
c. 37 d. 26
4. The following type of R&D model is followed by
companies to reduce procurement lead times for sub
parts of new product development
a. Co-operative Engineering
b. Collaborative Engineering
c. Co-Development
d. Internal Development
5. A night canteen of Hostel-1, IIT Bombay is known for
its Egg Frankie for which essential ingredient is
prepared on site in kitchen itself while eggs are
procured from a reliable vendor who takes order 24 x
7. The eggs are packed in a tray of 100 units’ capacity
and it takes 12 hours for the vendor to deliver the eggs
once the order is received. In an interview with night
canteen owner Satish, he told- “we serve 500 egg rolls
per day on an average but during exam time with
increased in demand we also realize a huge fluctuation
in demand on account of which we often face a stock out
due to unavailability of eggs”. He has hired you as
an operations consultant to install a successful
Kanban system. Considering safety stock as 20
percent of demand how many Kanban card sets are
needed to manage the fluctuations?
a. 3 b. 4
c. 7 d. 8
6. Which of the following best describes the
applications of Jidoka, Andons & Poka – yokes?
a. A Textile loom stops automatically as soon as
any thread breaks and turns on the warning light
seeing to which operator fixes the problem to prevent
any future breakdown due to similar reason and
restores the machine.
b. A Textile loom turns on the working light as
soon as any thread breaks seeing to which operator
stops the machine, fixes the problem to prevent any
future breakdown due to similar reason and restores
the machine.
c. An operator stops the machine as soon as he
detects any broken thread and turns on the warning
light seeing to which supervisor arrives, fixes the
problem and restores the machine.
d. An operator turns on the light as soon as he
detects the problem seeing to which supervisor comes,
stops the machine, observes the problem and fixes it.
7. Which type of inventory model is used while
ordering daily Newspaper?
a. Quantity discount model
b. Single period inventory model with probabilistic
demand
c. Economic production lot size model
d. An Order-Quantity, Reorder-Point Model with
Probabilistic Demand
8. Consider that a company ABC places an order
of 25,000 with its supplier XYZ. Release dates are
spread over a period of one year. What is this
method of ordering called?
a. Contract Order b. Standard Order
c. Blanket Order d. Planned Order
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Answers: 1-a, 2-c, 3-d, 4-b, 5-a, 6-a, 7-b, 8-c
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Global competition, rapid changes in technology,
changing preferences of customers are the key
challenges faced by today’s organizations. In order to
remain competitive, organizations are increasingly
focusing on ‘Core Competency’ and building
partnerships with suppliers who can address their non-
core competencies (Mitra, 2008). Thus there is an
increase in supply chain activities by the organizations.
As non-core activities are out-sourced to the
suppliers spread across the globe, maintaining quality of
final product is a challenge in supply chains. Longer the
supply chain, more difficult it is for an organization to
keep track of quality (Lyles et al., 2008). Although,
major responsibility of product quality rests with the
manufacturing firm, focus of quality management
practices has shifted from manufacturing firms to the
entire supply chain. Competitive priorities in many firms
have shifted from product and process quality to overall
supply chain quality performance (Kuei et al., 2001).
Product flow in a typical supply network for
an OEM is shown in Figure 1. Raw materials/
component parts required by the OEM are supplied by
various suppliers, OEM converts raw material/
components into finished product and through different
distribution channels finished product is delivered to the
end user.
Analysis of elements in supply chain reveals
that factors i.e material, supplier capability, efficiency of
logistics operation etc. Responsibility of providing raw
materials, a critical source for quality of final product
lies with the supplier. Hence supplier selection is a key
decision for organizations. Moreover, purchasing has a
great responsibility for final product quality are quality
of raw impact on bottom line as its share in the total
turnover typically ranges between 50-90% (Telgen,
1994). In automotive industries, raw material costs may
be more than 50% of the total revenue. This can go up to
80% of the total product costs for high technology firms.
Therefore, supplier link in the supply-chain appears to
have significant cost-cutting opportunities.
Supplier Selection
A capable supplier can provide better quality of
materials/ components, which can reduce quality threats
in supply-chain. Hence supplier selection is an important
task in purchasing. Hahn, Chan et al., (1990) argues that
most important objective of purchasing function has
been development of a network of competent suppliers
without which firm’s ability to compete in the market
place can hamper significantly. If an organization takes
adequate care in selection of suppliers, quality issues in
supply chain can be tackled successfully. By having
better quality of products in the supply chain, cost
associated with rework, product recalls etc. can be
reduced. Determining selection criteria and selection
techniques are the most important dimensions of supplier
selection process. Automobile manufacturers, depending
on quality objective use different factors for supplier
selection. Honda Motors for example believes in QCDC
principle i.e. Quality, Cost, Delivery and Capability.
Pioneering work for supplier selection was
done by Dickson (1966). Based on survey conducted for
273 purchasing agents and managers from commercial
manufacturing organizations, he identified 23 critical
success factors (CSF) for supplier selection including
quality, delivery performance history etc. Work done by
Dickson (1966) was extended by Weber et al. (1991). In
his study on 76 articles published during 1966 to 1990 in
the international journals, he found that 47 of the 74
articles had discussed more than one criterion for vendor
selection showing multi-objective nature of the problem.
Similar to Dickson (1966) and Weber (1990), William
Although, major responsibility of product
quality rests with the manufacturing firm,
focus of quality management practices has
shifted from manufacturing firms to the
entire supply chain
Issues in Sourcing Quality in Supply Chain
Avinash Bagul, Ph.D. Scholar – SJMSoM, IIT Bombay (Avinash is working for his Ph. D. under Prof. Indrajit Mukherjee’s
supervision)
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Ho et al. (2010) reviewed supplier selection process. As
per his study, multi-criteria decision making approaches
including Analytical Hierarchy Process (AHP),
Analytical Networking Process (ANP), Case Based
Reasoning (CBR), Data envelopment Analysis (DEA),
Fuzzy Set Theory, Mathematical Programming, Genetic
Algorithm (GA), Simple Multi Attribute Rating
Technique (SMART) were extensively used techniques
for supplier selection. One of these techniques,
Analytical Hierarchy Process (AHP) is discussed below.
Analytical Hierarchy Process (AHP) was
introduced by (Saaty, 1980). This method is developed
for prioritizing alternatives when multiple criteria and
sub-criteria are considered. It allows decision maker to
structure complex problem in the form of a hierarchy
including goals, criteria, and alternatives. It is often
considered as a supplier selection method because it
allows decision makers to rank suppliers based on
relative importance of criteria and suitability of
suppliers. AHP can accommodate uncertainties and
subjective information, and allows application of
experience, insight, and intuition in a logical manner.
Omkarprasad, and Kumar (2006) have shown that there
is an increasing use of AHP method in the review papers
on supplier selection published since 1990.
For applying AHP approach for supplier selection
problem, Nydick and Hill (1992) have suggested five
step approach as given below:
1. Specify the set of criteria for evaluating the supplier.
2. Obtain pair wise comparisons of relative importance
of criteria in achieving the goal, (using 1 to 9 Scale) and
compute the priorities or weights of the criteria based on
this information.
3. Obtain measures that describe the extent to which
each supplier achieves the criteria.
4. Using information in step 3, obtain pair wise
comparisons of relative importance of suppliers with
respect to each criteria, and compute corresponding
priorities.
5. Using results of steps 2 and 4, compute priorities of
each supplier in achieving goal of hierarchy.
Scale used in AHP is a nine point scale, details
of which are given in table no. 1.
Intensity of
importance Definition
1 equal importance
3 weak importance of one over other
5 strong importance
7 demonstrated importance
9 absolute importance
2,4,,6,8
immediate values between the two
adjacent judgments
reciprocal
if i has one of the above non zero
numbers assigned to it when
compared to j, then j has the reciprocal
value compared to i
Figure 2 gives AHP process for supplier selection along
with various criterion and sub criteria
Following information gives details of the process.
Goal: Find the best supplier for an organization.
Evaluation Criteria: Pricing Structure, Delivery,
Quality and Service.
Criteria Dimensions: Timeliness, Cost, incoming lot
quality, cost, personnel, facilities, R & D and
capability.
Alternatives: Suppliers A, B and C.
Based on the pair-wise comparison of criteria, Table 2
gives weights to the four criteria given and details of
weight-calculation are given in Table 3.
Selection of the Best Supplier
Pricing Structure
Delivery
Timeliness
Costs
Quality
Incomming lot quality
Costs
Service
Personnel
Facilities
R & D
Capability
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Table 2: Pair-wise comparison of evaluation criteria
Selecting the Best Supplier
Weights
Pricing Structure Delivery Quality Service
Pricing
Structure 1 3 1 3 0.36
Delivery 1/3 1 1/3 1 0.12
Quality 1 3 1 6 0.42
Service 1/3 1 1/6 1 0.10
Table 3: Weight-calculation for different criterion
Geometric Mean Weights
Pricing Structure (1*3*1*3)1/4
= 1.73 1.73/4.85 = 0.36
Delivery (1/3*1*1/3*1)1/4
= 0.58 0.58/4.85 = 0.12
Quality (1*3*1*6)1/4
= 2.06 2.06/4.85 = 0.42
Service (1/3*1*1/6*1)1/4
= 0.49 0.49/4.85 = 0.10
Sum = 4.85
Similar process is followed to get weights for
each sub-criteria and alternatives (suppliers A,B,C), and
final rating for suppliers is calculated. In this case, final
ratings calculated for the three suppliers are 0.25, 0.24
and 0.49 respectively. Hence, organization should select
supplier C which has highest rating. Thus by making use
of AHP, both quantitative and qualitative factors are
considered simultaneously and organization can select
supplier provides best results among set of suppliers.
Conclusion
By developing models on supplier selection process,
suppliers capable of supplying better quality materials/
products can be selected. Thus quality issues in the
supply chains can be tackled successfully. As quality of
final product is mainly dependent on the quality of raw
materials supplied, product quality can be improved by
having control on supplier selection process. This will
help in reducing cost associated with rework. Also
warrantee/ guarantee costs can be reduced as there are
fewer chances of product recalls because of
improvement in quality of the product.
Citation and References: 1. Dickson, Gary W. "An analysis of vendor selection systems and decisions."
Journal of purchasing 2.1 (1966): 5-17. 2. Hahn, Chan, K., Charles, A. W., & Kee, Y. K. (1990). The supplier
development Program: a conceptual model. Journal of Purchasing and Materials Management(26.2), 2-7.
3. Kuei, Chu-Hua, Christian, N. M., & Chinho, L. (2001). The relationship between supply chain quality management practices and organizational performance. International Journal of Quality and Reliability Management, 18.8, 864-872.
4. Lyles, M., A., Flynn, B., B., Frohlich, & M., T. (2008). All supply chains don't flow through: understanding supply chain issues in product recalls. Management and organization Review(4.2), 167-182.
5. Mitra Amitava. Fundamentals of Quality Control and Improvement. 3rd Edition, John Wiley & Sons. 2008
6. Nydick, Robert L., and Ronald Paul Hill. "Using the Analytic Hierarchy Process to Structure the Supplier Selection Procedure." (1992).
7. Omkarprasad, S.V. and Kumar, S. Analytic hierarchy process: an overview of applications. European Journal of Operational Research, (2006) 169:1-29
8. Saaty, Thomas L. What is the analytic hierarchy process?. Springer Berlin Heidelberg, 1988.
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9. Rajkumar Yadav has his Bhutta (Maize) stall in IIT
Bombay Campus who during evening time (05:00 pm
to 07:00 pm), delights his customers with hot and
tasty Bhutta (Maize). Shown below is the process
analysis of serving one customer.
Process Time (Second)
Unpeeling the maize 15
Roasting the maize on
coal oven
180
Separating the corns 25
Applying spices, mixing
& serving
20
All the above operations are done by Rajkumar
himself.
Maximum how many customers can he serve on
any fine evening?
If he hires a helper on process 1 who can unpeel
the maize in 10 sec, then how many customers can he
serve on any fine evening? (Assume coal oven can
roast only one bhutta only at a time and demand is
unlimited.)
a. Without Helper: 40, With helper: 30
b. Without Helper: 40, With helper: 31
c. Without Helper: 30, With helper: 30
d. Without Helper: 30, With helper: 31
10. Demand variability can be introduced, for a
variety of reasons, into the supply chain. This
variability can cause a "bullwhip effect" through the
supply chain. The bullwhip effect occurs as a small
variation and the end customer demand becomes
greater as the variation moves through the supply
chain. The unpredictability of the competition can
cause demand variability. The best way to combat
unpredicted variability is to:
a. Maintain inventory in finished goods
b. Improve the statistical forecasting techniques
c. Maintain production flexibility
d. Increase the subassembly inventory
11. Divya owns a boutique. She wants to target a wide
array of customers through her highly differentiated
line of products. But she is struggling to manage her
inventory which is resulting in stock-outs and
eventually loss of customers. What she should employ
in order to minimize losses due to stock outs?
a. Kanban b. MPS
c. MRP d. All can be used
12. When a bill-of-materials is used in order to
assign an artificial parent to a bill-of-materials, it is
usually called a:
a. Modular bill-of-materials
b. Pick list
c. Planning bill-of-materials
d. Phantom bill-of-materials
13. In probabilistic model, increasing service level
a. Will reduce the cost of inventory policy
b. Will increase the cost of inventory policy
c. Will have no impact on the cost of inventory policy
d. Cannot be determined
14. The theory of constraints (TOC) is specific to:
a. The nature of the individual in charge of scheduling
b. The number of part time employees
c. Bottleneck operations
d. Cost of Materials
15. How much percentage of values of an
exponentially distributed variable will be below its
mean, and how many below half of its mean?
a. 60%, 40% b. 60%, 30%
c. 80%, 40% d. 50%, 25%
16. A Restaurant has two Tables. The services times
are assumed to be independent, exponentially
distributed with mean 1.5 Hour. Andrew arrives
with his friends when both tables are empty. Bob
arrives with his friends 1 Hour later while Andrew
is still in the restaurant. Another hour later Caroline
arrives with friends and both Andrew and Bob are
still there. No other customer arrives during this 3
hour interval. What is the probability that Andrew
will be free before Bob?
a. ¼ b. ½
c. ¾ d. 2/3
17. Financial losses will usually occur at which life
cycle stage?
a. Introduction b. Growth
c. Maturity d. Decline
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With domestic e-commerce markets estimated around
$1.5 billion1 and the online retailing opportunity
expected to touch $50 billion in next 10 years1, e-
commerce is one of the key sectors to watch. Notable
examples like Bloomingdales, Best Buy, Barnes &
Noble, Linens ’N Things, and Wal-Mart, are worth
mentioning in context where the retailers, whether it is
departmental or specialty, high end or low end are
launching their own internet sites which are operating
along with pre-existing traditional channels2. In India,
both well-established names and the relatively young
players are trying to make it big in this space. Apart
from newsmakers like Flipkart, Snapdeal (even Quickr
joining the list lately), there are plenty others as well,
for example, Zivame.com is helping women customers
to shop for lingerie more freely, and that too with
better product assortment3. No wonder, the lingerie
market estimated at INR 17500 crore3 in 2012 (in
India), has got many working on en-cashing this
opportunity.
Death of the middleman? Welcome to the era of
direct selling:
Clear decisions on providing easy entry to global
players for direct selling could be still under the hammer
but the INR10000 crore4 opportunity has already made
the domestic players pull up their socks. Names like
Juvalia & You, Pipa Bella, Aaroh Unicepts, HLM Retail
and Future Group’s Big Baazar are directly reaching out
to customer through online channel. Though presently
dominated by international names like Amway,
Oriflame, Avon and Tupperware, a clear government
FDI regulations are still seen as hurdles for the smooth
entry of international players4. This can provide regional
ones with a reasonable start for ramping up, before
everyone joins the party. As per Juvalia’s founder
Chaitanya Agarwal, his sales personnel are directly
using tablets for real-time orders, sales and reports4.
They are further in the process out setting up satellite
offices. Similarly, as per Shichi Pandya, co-founder of
Pipa Bella, “Many women are shopping online, and
have social media accounts”4.
A strong underlying support:
Peter Drucker could not have been more correct here
when he said “The greatest change will be in distribution
channels, not in new methods of production or
consumption” 5. Clearly enough, the fourth P (Place) of
Marketing is overshadowing the other three. Researchers
had long before identified the difficulty in copying
logistics support as compared to price, promotion or
product tactic12, 13
. It can be far easier to build a website,
promote a product, and invite whole world shopping for
it, but it is only the strong underlying logistical support
which is going to differentiate men from boys. For the
already established traditional channels, seamless and
efficient integration between the “click” and “brick” can
prove to be the differentiator. Maruti Suzuki India Ltd.
can be easily considered as having an edge over its
competitors (and their vast experience of India markets
may not be the only reason for this). The timely
investment done in distribution and logistics has much to
do about it. The fourth P (Place) of the marketing which
Maruti Suzuki has a strong hold on is paying its rich
dividends now. A simple example of integration could
be of a customer submitting online request for test drive
or servicing of his car, and the related company
personnel calling him back through traditional channels.
Non-existence of such integration can be very confusing
for customers (who consider all these multiple delivery
channels as one single entity). Likewise, it became
confusing for customers of Barnes and Noble, the well-
known book store of United Kingdom when, after
buying a book from barnesandnoble.com they were not
able to return it through the Barnes and Noble Store,
It can be far easier to build a website,
promote a product, and invite whole world
shopping for it, but it is only the strong
underlying logistical support which is going
to differentiate men from boys.
The Big Bang of E-commerce
Abhijit Bhagwat, Ph.D. Scholar – SJMSoM, IIT Bombay (Abhijit is working for his Ph. D. under Prof. T T Niranjan’s supervision)
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or even use the coupon which they acquired through
internet for purchasing from a traditional store6.
Naturally, a strong logistics support which is well
integrated with marketing and rest of the supply chain
should be a formidable force in such situations. It is
very hard for any competitor to imitate such
integrations, and this can become a major source of
sustainable competitive advantage in this highly
contested ecommerce space.
Some unplanned fallout:
Marketing –Logistics interface and integration:
The emergence of e-commerce is materializing the
conceptual proximity of marketing and logistics.
Marketing and logistics are not meant to be the natural
allies, and their relations tend be characterized more by
conflict and lack of communication, than by a
collaborative integration7. Researchers have also
highlighted the interface between logistics and
marketing / sales as one of the most tense interfaces in
the company8, giving rise to chances of misalignment
9.
Hence one can rightly observe how the erstwhile
functionally restricted vanilla manager is doing far
more today than was ever expected before. Emergence
of e-commerce is going to make this integration of
marketing and logistics both significant, as well as
challenging.
Conflict management in multiple sales channels:
Before exercising this option of directly reaching its
customers through online rout, firms may need to
weigh the scenario in its entirety. The situation
Compaq faced when it tried imitating its competitor
Dell Computer by directly reaching out to its
customers through the e-commerce space must have
been an unexpected one. Because this brought Compaq
in direct competition with its pre-existing wholesale
and retail distribution network, unfavourably affecting
their earlier commercial relationships6. Such situations
can happen to any firm, and conflict management is
appearing as one of the major problems in such
scenarios. Firms are trying to resolve the issue using
tactics like selling the latest versions through retail
channels and the regular or older ones through online
channel. Under distribution relationship management
(DRM), firms have developed software helping
managers dealing with issue of unfair sharing of
channel margins, and finally helping in the
management of conflicts. Besides, other issues like
payments, security, and cyber laws are going to be
evolving as per the external factors like infrastructure
and government policies in the country.
Anything special for young business professionals?
Of course! Young business professionals are at the
critical juncture where any early decisions in deciding
which sectors to join can affect the graph of their career.
Besides, the enticers e-commerce provides could of
special interest to the young business professionals and
budding entrepreneurs. The enticers like:
Though growing strong, it’s still in relatively
nascent stage in markets like India and with the
increase in internet penetration and mobile
telephony, markets can only go northwards
A place for trying out your creativities and taking
chances. In this state of flux, there is no hard and
fast pattern or business models which could be
appearing right now and this can give entrepreneurs
the opportunity to take his or her chances for
aiming big, that too with a minimal initial amount
One may not have to go all the way with such
startups, as we often read about the acquisitions of
potential startups by bigger firms and many of such
acquisitions are related to ecommerce
Unlike other start-ups, an online start-up may not
always require you to leave your present job and
one can wait for making a gradual shift till the
situation becomes stable enough
Thus, e-commerce has its share of pros and cons, but the
budding managers and entrepreneurs cannot ignore the
unprecedented opportunity it presents!
Citation and References: 1. Research report by Motilal Oswal
(http://www.motilaloswal.com/Financial-Services/Research/Detailed-
Report/Expert-Speak/7958)
2. Bernstein, F., Song, J. S., & Zheng, X. (2008). “Bricks-and-mortar”
vs.“clicks-and-mortar”: An equilibrium analysis. European Journal of
Operational Research, 187(3), 671-690.
3. http://www.thehindubusinessline.com/features/blink/turning-it-inside-
out/article5667661.ece (This article was published on February 7, 2014)
4. http://www.thehindubusinessline.com/economy/direct-selling-gets-a-
desi-makeover/article5777820.ece (March 12, 2014)
5. Doyle P. (1998). Marketing Management and Strategy. Prentice Hall
6. Tesser, E. (2002). Business-to-Consumer Multi-Channel Distribution
Policies: from Marketplace to Market-Space Management. Symphonya.
Emerging Issues in Management, (1 Market-Space Management).
7. Ellinger, A. E. (2000). Improving marketing/logistics cross-functional
collaboration in the supply chain. Industrial marketing management, 29(1)
8. Van Hoek, R. I., & Mitchell, A. J. (2006). The challenge of internal
misalignment. International Journal of Logistics, 9(3), 269-281.
9. Van Hoek, R., Ellinger, A. E., & Johnson, M. (2008). Great divides:
internal alignment between logistics and peer functions. International
Journal of Logistics Management, The, 19(2), 110-129.
Magister Operandi Spring ’14
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This article illustrates and expounds application of
Newsvendor problem (NVP) to inventory management of
short lifecycle products. Further it provides insight into
working of model and its applications for decision making
in manufacturing and service industries as well as
decision making by individuals.
Introduction:
Indian retail is one of the largest sectors of economy,
contributing 15% of GDP with about 12 million
establishments. Retail landscape is changing fast with
emergence of modern retail that would help society in
improving supply chain efficiency through economies of
scale and scope and modern management practices
especially with entry of mega retailers like WalMart,
Metro, and Tesco etc. Unfortunately, the sector is facing
many problems of restrictive regulatory environment and
infrastructural handicaps and struggling to attain break-
even or earning razor thin profit. With the intensifying
competition, the profits are under tremendous pressure
and many establishments are struggling to survive. The
gross margin for the business is about 30% of sale with
operating cost of 26.5% and thus leaving net margin of
3.5 % or even less.
In this context, retailer product assortment having short
lifecycle products (SLP) - products of limited market life
for reason of physical deterioration or obsolescence
including perishable commodities, style goods and
technologically innovative products - is considered as an
important source of profit for reasons of higher margin,
short life and higher inventory turnover and completeness
of assortment.
Generally, SLP are defined as products having
market life ranging from few days to two years, due to
either physical deterioration or obsolescence. It include
perishable goods like foodstuffs, pharmaceuticals etc.
and obsolescence goods like software, fashion apparel,
consumer electronics, entertainment DVD, toys,
jewelry, books etc.
Unfortunately, high margin of SLP comes with
high risk and greater challenge in its management.
Because of short selling season and single (or limited)
procurement opportunity coupled with unpredictable
and highly uncertain demand, matching demand with
supply is challenging. Greater degree of mismatch
results in situations of stockouts or surpluses with
attendant costs that reduces the profitability of these
categories and even turn them into loss making.
Though these categories of goods have
attractive margin, inventory management is rather
difficult and challenging due to following important
market characteristics of these products:
• Relatively short but well-defined single selling
season that provides single procurement opportunity.
• Demand is unpredictable, uncertain, variable and
volatile. Due to novelty and high fashion content, the
product can be either hit (popular/ hot selling) or
miss (unpopular) in the market.
• Retailer must commit to a bulk purchase order far
ahead of selling season, that lead to large forecast
error.
• The residual value of the product at the end of selling
season is far lower than its selling price. The product
cannot be carried forward to the next selling season
for reasons of high inventory carrying cost and
almost certainty of its obsolescence in the next
season.
Thus, these goods are characterized by high
demand uncertainty, high stock out costs and a high risk
of obsolescence. Due to unpredictable demand and
supply inflexibility, these items are vulnerable to
overstock or stock outs. Overstocks lead to selling at
heavy discounts and even at loss to clear inventory,
while stock outs lead to lost sales and dissatisfied
customers. One of the important challenges a retailer
face is how much to buy?
Indian retail is one of the largest sectors of
economy, contributing 15% of GDP with
about 12 million establishments. Retail
landscape is changing fast with emergence
of modern retail that would help society in
improving supply chain efficiency through
economies of scale and scope and modern
management practices.
Newsvendor Problem: Insight and Applications
to Inventory Management
Prof. Pankaj Dutta Assistant Professor, Shailesh J. Mehta School of Management
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Newsvendor Problem:
This typical problem by many decision makers like
retailers is often referred as newsvendor problem (NVP).
It derives the name from the context of a newsvendor
purchasing newspapers to sell before knowing how many
will be demanded that day. It is widely studied and known
by different names in literature such as a "Newsboy
problem", "Christmas tree problem" etc. It involves
determination of best (optimal) number of newspapers to
buy that will minimize the expected cost shortages and
overstock, given that the demand distribution and cost
parameters are known.
Thus, the problem can be summed up as: A
retailer orders Q units a product at per unit cost C and
sales at price P. The holding cost and shortage penalty
cost are h and S respectively. In case the ordered quantity
is more than the realized demand, a single discount is
used to sell leftover units, realizing unit salvage value V.
In this context, two costs can be defined for situation of
Overstocking and Understocking - Overstocking cost (C0)
and Understocking cost (Cu). Overstocking cost (C0) is
purchase cost net of salvage value plus holding cost i.e.
C0=C-V+ h. Similarly under stocking cost (Cu) equals to
sum of profit loss opportunity and shortage penalty for
shortage i.e. Cu=P-C+S. Order quantity, Q* is determined
by minimizing sum of overstocking and under stocking
cost. Thus, NVP provides useful framework for a single-
period business setting in which a vendor determines
optimum order quantity Q* of a perishable product when
(1) there is a single purchasing opportunity before the
selling period and (2) demand is uncertain but follows
known distribution (3) all relevant economic
consequences can be represented by known (opportunity)
costs in terms of either Overstocking cost or the
Understocking cost.
Assuming that realized demand is a continuous variable
and pdf f (x) and cdf F(x), expected cost for order quantity
Q is
[ ( )] ∫ ( ) ( )
∫ ( ) ( )
The minimization of expected cost gives optimal order
quantity: (
) ( ) where is inverse
cumulative distribution function for demand distribution
and
= critical fractile.
Illustration and Insight:
The newsvendor solution attempts trade-off between
surpluses and stockout using . The critical
fractile (k) lies between zero and provides optimal
overstocking probability i.e. P(x < Q) = k, namely the
optimal probability having excess inventory. The ratio
of Cu to C0 determines k and probability of overstock.
For example, if the (unit) understocking cost is1, 3, 4,
or 9 times the overstocking cost, then it is optimal to
have a 50, 75, 80, or 90% chance, respectively, of
having overstock. It is intuitive that the higher the
relative cost of shortages, the higher should be the
optimal probability of overstocking. Thus, newsvendor
solution can be interpreted as providing the smallest
supply quantity that guarantees that all demand will be
satisfied with probability at least 100 k%. Thus, the
profit maximizing solution results in a service level 100
k%.
The result is illustrated with an example. Maya Apparel
Ltd buys Indian women’s ethnic apparel for Rs.2400
and sale it for Rs.4000.The market life of the apparel is
8 weeks and inventory holding cost is Rs.400 and
unsold apparel at the end of season is discounted at
Rs.1800.Shortage penalty, for loss of customer
goodwill is reported to be Rs.100 per unit. It is a chain
of stores and demand for this product (having different
size, colour) for the incoming season is expected to
follow normal distribution with mean 1000 and
standard deviation of 250. The under stocking cost is
= P-C+S =4000-2400+100=Rs.1700 and
overstocking cost is =C-V+h =2400-1800+400 =
Rs.1000.Therefore, critical ratio works to 0.63.The
optimal order quantity Q*= (0.63)=1083 for normal
distribution with mean 1000 and standard deviation of
250. Therefore, retailer should order 1083 units of the
apparel.
Applications
The newsvendor problem is a one-time business
decision having application in numerous different
businesses contexts such as:
Retailing of single period products
Making the last buy or last production run decision:
Manufacturers have to make a last buy (or last
production run) for a product that is near the end of
its life cycle.
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Magister Operandi Spring ’14
Team Flaming Mockingjay [Parthajit Dutta, Anuvrat Gupta (From Left)] battled it out with teams from all the B-Schools across the country in Smooth Operator, the Operations event of Symbiosis Institute of Management Studies, Pune and has been crowned as winner. The competition was based on the real-time issue of Imperial Logistics of loading and unloading. The team analysed and came up with a new and sustainable methodology of loading and unloading. The team also had to design the layout of a super-mall and they successfully did so to grab the podium.
SOM ACHIEVERS
Selecting the right capacity for a facility/ machine
where under capacity would lead to shortages and
overcapacity would raise capital cost.
Purchasing spare part along with purchase of machine.
The spare purchased along with machine are available
at highly concessional rate as compared to those
bought at later stage .With the known probability
distribution of failure, NVP aide in determining
purchase optimal quantity of spares.
Overbooking customers - Overbooking practice is
followed in airline, hotel/cruisers to compensate
cancellations. Excessive airline overbooking
passengers lead to incur the cost of giving away free
tickets to inconvenienced passengers. On the other
hand, insufficient passenger overbooking incurs an
opportunity cost of flying with empty seats.
Summary
The newsvendor model provides both useful intuition
and a useful tool in solving many operations problem
by attempting trade-off between understocking cost
and overstocking cost to determine order quantity in
face of uncertain demand. It is used many in different
business contexts such as retailing SLP, making a final
production run, setting safety stocks, buying spare
parts, making capacity decisions etc. These contexts all
have a single decision variable, random demand, and
known overstocking and understocking costs. Explicit
defining the overstocking and under-stocking costs and
calculating the critical fractile can often lead to better
economic decisions than those made solely on basis of
experience, intuition, myopic reward systems etc.
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Magister Operandi Spring ’14
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Across:
1. The practice of moving domestic operations such as
manufacturing to other country.
3. A qualitative forecasting technique where the
opinions of experts are combined in a series of
iterations.
5. The concept of adding an element of human
judgment to automated equipment so that the
equipment becomes capable of discriminating against
unacceptable quality and the automated process
becomes more reliable.
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7. The process of a transportation vehicle returning
from the original destination point to the point of
origin. It is also called deadheading.
9. Sets the pace of production to match the rate of
customer demand and becomes the heartbeat of any
lean production system. It is computed as the available
production time divided by the rate of customer
demand.
11. A technique in which an ERP system traces
demand for a product by date, quantity, and warehouse
location.
13. A measure of operating efficiency used by air
carriers to determine the percentage of a plane’s
capacity that is utilized, or the number of passengers
divided by the total number of seats.
15. A mechanism that either prevents a mistake from
being made or makes the mistake obvious at a glance.
17. An international water carrier that has no fixed
route or published schedule; it is chartered for a
particular voyage or a given time period.
19. The process of a supplier placing goods/shipment
at a customer location without receiving payment until
after the goods are used or sold.
Down:
2. The period of time allowed for the removal or
accumulation of cargo before charges become
applicable.
4. In the Just-in-Time philosophy, an approach to level
production throughout the supply chain to match the
planned rate of end product sales.
6. Popularized by Toyota Corporation, it uses standard
containers or lot sizes to deliver needed parts to
assembly line "just in time" for use.
8. A popular type of Universal Product Code used on
retail packaging
10. The practice of using a large box or carton to
contain multiple smaller packages which are all going
to the same destination in order to achieve a reduced
overall shipping cost v/s the individual packages.
12. An analysis that identifying that 20 percent of a set
of independent variables is responsible for 80 percent
of the effect.
14. A business leader or senior manager who ensures
that resources are available for training and projects,
and who is involved in project tollgate reviews; also an
executive who supports and addresses Six Sigma
organizational issues.
16. A series of activities, which combined, define a
business process; the series of activities from
manufacturers to the retail stores that define the
industry supply chain.
18. A form of cooperative relationship among
companies in Japan where the companies largely
remain legally and economically independent, even
though they work closely in various ways such as sole
sourcing and financial backing.
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Magister Operandi Spring ‘14
Answers:
1. OFFSHORING; 2. FREETIME; 3. DELPHI; 4. HEIJUNKA; 5. JIDOKA; 6. KANBAN; 7. BACKHAUL; 8. BARCODE; 9.
TAKTTIME; 10. OVERPACK; 11. PEGGING; 12. PARETO; 13. LOADFACTOR; 14. CHAMPION; 15. POKAYOKE; 16.
VALUECHAIN; 17. TRAMP; 18. KEIRETSU; 19. CONSIGNMENT
Abhineet Agarwal, Co-Founder of Pulpypapaya.com is a young enthusiast trying to build a brand around a simple idea. His idea is to just collect and create. He collects regional handicrafts from around the globe (starting off with our own Incredible India). Now about creation, he creates graphics inspired from a specific regional art with the pinch of creativity. In his interaction with Team Opera, Abhineet speaks about the supply chain practices at Pulpypapaya and shares his experience with the budding entrepreneurs who want to make it big in the hospitality business.
OPERA: Tell us something about your background.
When and how did you get associated with e-commerce
sector, that too a venture based on regional handicrafts?
Abhineet - We three school friends had completed our
education and were looking out for some venture in E
commerce. I was working on one venture on handmade
products then. So we first wanted to go in that sector. But
eventually we planned to go in handicrafts and started off
with few handicrafts. Later we came up with the idea for
creating products sporting graphics inspired from some
regional art. This is how it all came up.
OPERA: Pulpypapaya operates by collecting regional
handicrafts handcrafted by local
artisans. What are the challenges
involved in procurement? What is the sizddddddddddde
the market size of such kind of
regional handicrafts?
Abhineet - The procurement is one dddddddddddddddd
of the biggest challenge. Explain-
ing artisans about the exact
requirement is extremely tough.
Secondly, the artisans never stick vvvvvvvvvvvvvvv
to the deadlines because of which dddddddddddddd
many a times we have to wait for cccccccccccccccccc
months. This hinders the growth
of the venture. Then, it happens
sometimes that we pay in advance ffffffffffffffffffffff
and never receive the product. Also getting a standardized
product (specially the footwear) is next to impossible.
Once we procure the footwear, the standardization of size
is done by us as per the international standards. Defects
are also very common. These all add up to high
procurement costs.
The market for such handicrafts is good. But
many people think they can go to the place and buy it
cheaper. But they do not consider the fact that they would
not travel a 1000 Km to buy that product. So if people
understand that we procure them, standardize them,
deliver at your doorstep and do so much to let it reach
your sight, then this sector has an extreme potential.
OPERA: How can the supply chain of an e-commerce
company leverage the technology?
Abhineet- Technology is the backbone of an E-Commerce
venture. Without technology logistics would be a
nightmare. Online tracking of shipments is very helpful
for both the seller and the buyer. Also with the help of
technology we are able to exchange images of
ssssssssssssssss products, Stock Sheets and
sssssssssssssssssssssss other media very easily which
ssssssssssssssssssssss reduces the time duration for
ssssssssssssssssssss most of the tasks.
Sssssssssssssssssssssss OPERA: What are the major
ssssssssssssssssssssssss operational challenges in a
ssssssssssssssssss sssss startup like pulpypapaya?
Dsssssssssssssssssssss Abhineet - A start up like
Psssssssssssss Pulpypapaya is full of
sssssssssssssssssssss sss operational challenges. Getting
ssssssssssssssssssssssss right product at the right time
ssssssssssssssssssssssss is one of them. Production of
sssssssssssssssss products like tees & other products
is a nightmare as we are new to the field. Updating
available sizes of products on all the websites we sell is a
huge task. Working with designers for product and
graphic design is tough as one cannot afford highly
expensive (The ones who come up with the best)
designers always. Not belonging to the art background is a
drawback.
Abhineet agarwal
Co-Founder, Pulpypapaya.com
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Pulpypapaya.com, a website that gives regional handicrafts a trendy look, is playing a vital role in promoting
regional Indian art all over the globe. The E-Commerce venture was founded few years back by Abhineet
Agarwal, Tushar Somani and Akash Saraf.. At Pulpypapaya they focus on building a brand that values art,
creativity, exclusivity and above all customer satisfaction.
OPERA: Do you provide an option of Cash on
Delivery, which basically, is a necessary evil in India. If
not, why? And if yes, how do you handle the operational
challenges of using this system?
Abhineet - Currently we do not provide Cash on Delivery
(COD) on our portal. The reason being that the customers
of the country have not evolved yet completely. COD is a
time pass for many people in the country. We sell through
many portals which provide COD facility. Many of those
orders get cancelled due to wrong/incomplete customer
details, rejection by customer and other reasons. If a
customer is genuine and likes the product he/she will buy
it paying online as well. COD increases sales but the
losses are also considerable.
OPERA: With a large number of players in e-
commerce providing home delivery services, do you
think that the concept of collaborative logistics can be
put into practice in India?
Abhineet- It can be a boon but right now that stage is far
away when we can think of it. For Collaborative Logistics
to be a reality the E-tailers should have an association
where they get a platform to collaborate.
OPERA: With the penetration of mobile in India, do
you have had any plan to capture the on growing mobile
E-commerce market and in what way do you think it will
impact your current business model?
Abhineet- We have made our portal in the responsive
format because of which it can be opened in 32 different
screen sizes. We have kept our website mobile friendly so
that people can surf and buy through cell phones as well.
Mobile commerce is the next big thing and is must for all
the online sellers.
OPERA: What are some of the future plans of
Pulpypapaya and how do you plan to further expand?
Abhineet - We are tying up with offline stores to sell our
products. We will soon be available on the leading online
marketplaces. Also we will be adding lot many types of
handicrafts and we soon will be adding international
handicrafts to our collection. We will also be launching
different categories in products manufactured by us.
OPERA: What would be your advice to young
entrepreneurs wishing to enter into the world of e-
commerce?
Abhineet- We too are very young so we cannot advice
actually. But we can share our experience. On the basis of
our experience till date we would like to advice young
entrepreneurs that patience is the most important factor in
this field. We have waited a lot for many things and we
are still waiting to withdraw profits. Also in a start up
everything is impossible if you do not try for it. Every day
is a problem solving exercise. So, one should be ready to
take on any kind of problem. Also, looking forward for an
easy investment just after starting up, kills the start up. So
people should not make ventures for the sole motive of
seeking investment.
OPERA: Team Opera wishes you all the best in your
future endeavours.
Abhineet- Thank You
Magister Operandi Spring ’14
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Continuum, the rolling seminar series, is the flagship
event of the annual industry interaction sessions at
Shailesh J. Mehta School of Management, IIT
Bombay. The Continuums are held across the various
domains of management like Consulting, Finance,
Human Resources, Marketing, Operations & systems.
Operations Continuum 2013
Operations continuum 2013 was organised on 4th
August 2013. The theme for the continuum was:
“Building resilient Supply Chain through effective
Collaboration”
This event aims to cover the latest trends in
management by inviting eminent speakers from
industry and academia. Each of these seminars focuses
on issues and challenges faced by a management
function, and aims at drawing insights from the
knowledge and experience of the speakers.
Operations and Supply Chain Management has
always been one of the core functions of any
organization. With operations becoming the
powerhouse for efficiency in industry, operations
managers are now expected not only to be cost
efficient and productive, but also bear strategic
responsibilities. Operations continuum discusses the
latest issues facing the operations’ executives. The
event is a platform for knowledge sharing, and aims to
raise curiosity among the participants regarding
specific aspects of business in the domain of
operations management.
Volatility is the new norm for supply chain
operations and continuing economic uncertainty is
affecting demand by driving shorter capital investment
cycles and tighter inventories. One of the herculean
tasks for organizations today is to build a resilient
supply chain that could withstand the disruptions, be it
internal or external which might hamper the flow of
materials/information. In this new environment, supply
chains must exhibit a high degree of adaptability,
responsiveness and collaboration to successfully
subside the disturbances from spreading over the entire
chain. Organizations have identified that effective
collaboration requires transparency in terms of the
happenings at the end of each supply chain partner.
They have been moving from the conventional
OPERATIONS CONTINUUM
Snapshot of ‘13 Continuum
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sequential flow of processes to more responsive and
adaptable processes where all the supply chain partners
would have an understanding of the happenings at each
end of the supply chain.
To achieve this, organizations around the
world have been adopting new systems, technologies
etc. that could connect all the supply chain partners so
that even the slightest of the disruptions could be
effectively tackled by immediate responsive actions at
the respective stakeholder’s end. Information
asymmetry which could have serious repercussions on
the functioning of the entire supply chain could be
mollified to a good extent.
The future challenge for the organizations is to
make the collaboration more effective by working in
tandem with all the partners to ensure agility and
stability across the supply chains. It is the
responsibility of the organizations to educate their
their supply chain partners regarding the
implementation of the collaborative tools and
concepts to ensure resilient and sustainable supply
chains.
Speakers at Operations Continuum 2013
The following luminaries have delivered lectures at
Operations Continuum 2013 on August 4th, 2013 at
SJMSOM, IIT Bombay:
Mr. Rajeev Mehta, Executive President,
Logistics, Ultra Tech Cement Ltd
Mr. Sushil Rathi, VP, SCM, Mahindra Logistics
Mr. Anil Radhakrishnan, Managing Director,
APL India Pvt Ltd
Mr. Kedar Ambedkar, Consultant, Vector
Consulting
Mr. Tushar Garg, Head – Commercial,
Raymond Limited
Mr. Rajendra Jog, Associate Supply Chain
Director, Dow Chemicals
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“Avenues” is the annual Business festival organised by
Shailesh J. Mehta School of Management, IIT Bombay
in the 1st or 2
nd week of November every year. It
consists of a potpourri of management events targeted
at the budding managers and combines learning with
fun. Students from the most reputed B-Schools all over
the help of Prof. Owen Berkeley Hill, a lean consultant
and visiting faculty of SJMSoM having a vast
experience in the industry.
“Leagile” stands for Lean and Agile. “Leagile”
test the participants in their practical skills and concept
clarity in Lean Management and Supply Chain
India participate, compete and win exciting prizes in
various competitions. With the theme being “Breach
the Zenith”, Avenues 2014 is all set to be even grander
this year
Events at Avenues are of two types- domain
events and flagship events. Domain events are specific
to various streams of management and are expected to
test the knowledge and skills of the participants with
respect to the various domains. Flagship events
basically test various qualities of the students and their
ability to counter the ambiguities. “Leagile” is a
domain event at Avenues to test the knowledge of
participants with respect to Supply Chain and
Operations concepts.
Event Introduction:
“Leagile” is an event coordinated and organised by the
members of Opera club in Avenues. Leagile” is the
first of its kind which was evolved to put lean thinking
at test through a game developed in 2011 with
Management and Lean is a widely appreciated tool in
the industries worldwide and Agility enables the
companies to comply with the fast changing
environment.
The Legacy:
“Leagile” established itself as a major operations
competition in the B-School circuit across India in its
very first year, 2012. It continued to attract students by
involving them in controlling a supply chain simulated
in a fun setting.
Leagile at Avenues 2013:
The initial rounds of event involved a Quiz based on
Lean concepts and an online Supply Chain simulation
game. In the final round of the event on campus, the
teams were tested over the course of two events, first
on the overall Supply Chain concepts and then
specifically on designing a Lean production line using
product models in a simulated Supply Chain
Leagile at avenues
An Operation domain event at B-Fest of SJMSoM, IIT Bombay
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environment where the teams were tested on their
ability to practically implement all the concepts
learned in a VUCA world production line. Team from
NITIE emerged as the winner of the event at the end of
the two rounds.
Looking Forward – Leagile at Avenues 2014:
The “Leagile” team 2014, with a commitment to
enlarge the event, is planning to hold an event that
involves five different games on campus.
The initial rounds of event will involve a Quiz based
on Lean concepts. The shortlisted teams will be invited
in the campus and in the final round of event on
campus, the teams will be tested over the course of two
days, first on the overall Supply Chain concepts that
will include live case studies from at least two
different industries and then specifically on designing
a Lean production line using product models in a
simulated Supply Chain environment where the teams
will be tested on their ability to practically implement
all the concepts learned in a VUCA world production
line. Apart from this, the teams will be tested on their
ability to come up with a specific lay-out of a city
based on certain constraints within a short time and an
online Supply Chain simulation game where the
participants’ resource handling capability and decision
making ability in a variable and ambiguous
environment will be tested.
The event will be fun to play and will provide
edutainment to the participants. The team with a
holistic understanding of operations including know-
how on their applicability would emerge victorious.
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It has been a wondrous experience for the students of
SJMSOM to visit the warehouse of Dow Chemicals
and other operating warehouses of CCI Logistics.
Intended to provide an overview of the warehouse
operations, there are lot more takeaways that the
students could take with them from the visit.
the country and currently its offices are more than 80
in number located in 54 cities. CCI Group operates
through three subsidiaries viz. JKS Infra, Carrying
Corporation of India and CCI Logistics Ltd. CCI
Logistics has 4 verticals – Primary Transportation,
Secondary Transportation, Warehousing and Customs
Students, most of who are first time visitors to a
warehouse are enthralled at the might at which it
operates and the intricacies involved in efficient
operations.
The visit started with a pre-session by the
Country Head of CCI Logistics Mr V. Raju who gave
a brief overview of the business of CCI Logistics
which is a 3PL service provider to some of the major
Fortune 500 companies including Dow Chemicals.
This was followed by a brief on the association of Dow
Chemicals with CCI Logistics by Mr Rajendra Jog,
Supply Chain Director of Dow Chemicals, India.
Pre-visit session:
The pre-visit session took the students through the
journey of CCI Group which started as a mere
transporter/distributor and has become a 3PL service
provider in a span of 30 years. Starting its operations
in 1977, the company established its facilities across
clearance. It has its customers across different
industries like Chemicals, FMCG, Telecom,
Information Technology, Pharmaceuticals etc. The
company strategized clearly on its future offerings for
each of these sectors
The session also touched upon different types
of Loadings in Transportation like Less than Truck
Loading, Full Truck Loading etc. before delving deep
into the warehousing. The location of the warehouse at
Panvel is the first integrated warehouse of the
company and it offers its services to the customers by
providing different types of warehouses like Racked
warehouse, Floor warehouse, Non-covered open
warehouse etc.
After the presentation on CCI Logistics, Mr
Jog gave a brief on the warehouse of Dow Chemicals
which is a Temperature controlled warehouse. The
warehouse has a separate ERP system to support its
operations. At the end of the session, students were
Warehouse visit to Dow Chemicals and CCI Logistics
An initiative by Opera
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encouraged to ask questions and specific things they
wanted to see in detail regarding the warehouse
operations. The session ended with few requests from
students to take them through specific operations like
loading, functioning of ERP system, forklift operations
etc.
Warehouse visit:
The pre-session was followed by physical visit to the
warehouses which displayed the operations that were
discussed in the pre-session. Different types of
warehouses were visited which include Racked
warehouse, Floor warehouse, Temperature controlled
warehouse etc. Mr Raju and Mr Jog accompanied the
students to explain the operations carried out in the
warehouses. The students were shown how a forklift
operates, how a truck is unloaded and loaded and how
an ERP system works. Few of the warehouses were
under transformation from Floor to Racked
warehouses. One striking thing was that all the
warehouses were equipped with excellent safety
systems in case of any emergency taking into
consideration even minute happenings. The visit lasted
for around 90 minutes and covered major portion of
the facility.
Post-visit session:
The post-visit session was open to students for asking
questions regarding the warehouse operations.
Students participated in the session and got their
queries answered. Few questions that had come up for
discussion were regarding CCI’s step towards
operating as 4PL service provider in future, strategic
decision regarding warehouse location, railway line
behind the warehouse etc.
The session ended with mutual exchange of
pleasantries and a photograph of the students and the
industry executives. Overall, it was a great learning
experience and the students are looking forward to
similar visits and sessions in future.
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Meet Akanksha Jha, Pranavi Jakkam and Sri Ramya Palakollu, Second year students of Shailesh J. Mehta School of Management, IIT Bombay. They are the campus winners of coveted Marico- Over The Wall competition 2014, where they battled it out teams from some top Business Schools across the country. In this interaction with Team Opera, Team Action 24X7 speaks about their journey and the challenges. We tried to get some tips and advice from the achievers, for our readers.
OPERA: Tell us about yourselves. Why the name of the
team "Action 24X7"?
Akanksha- We three have been close friends right from
the start of our MBA. Our areas of interest lie in
operations and marketing. The team name "Action 24X7"
was an impromptu choice when we realized that we had
only five minutes to submit the presentation and we were
yet to figure out a name for our team.
OPERA: How did you get information about 'Marico-
Over the wall'? How do you generally get the
information on such competitions?
Sri Ramya- We were informed by our Industry Interaction
team about this competition. The same information was
also available on Marico’s campus connections page on
Facebook. It is always a good practice to like the relevant
Facebook pages of these organizations to get a heads up
about these competitions.
OPERA: What were the different stages of this
competition?
Pranavi- The first stage consisted of selection of campus
round winners. All the teams selected for campus round
were required to make a presentation before the judges.
Each campus round winner was then scored against other
two campus round winners from different colleges across
the country. Finally one campus round winner was chosen
across each domain (Marketing, operations and finance).
The winners got a chance to do an internship with Marico.
Based on their performance during this internship, the
final winner was decided and offered a PPI and cash prize.
OPERA: What was the case study about?
Sri Ramya- The case study dealt with the issues faced by
Marico post acquisition of Paras Brands. After taking over
the portfolio, the Marico team had decided that they will
focus on a few categories initially- deodorants for men,
Pranavi Jakkam, Akanksha Jha and Sri Ramya
Palakollu
Campus Winners, Marico- Over The Wall 2014 Shailesh J. Mehta School of Management, IIT Bombay
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male grooming, hair Gels and hair serums. Post-
acquisition, Marico has been faced with excessive
material stock of Paras brands at various points in the
supply chain i.e. at depots and distributors. The excessive
stock comprised of expired products and soon to expire
products. There were two major issues to be addressed.
First one is to design a material stock handling strategy of
the products lying at the depots and distributors. Second
is to forecast the demand for acquired brands assuming a
25% overall growth for Marico.
OPERA: What was your approach? Any specific
framework which you used?
Akanksha- From the initial analysis of the case, we
identified two key issues that need to be addressed. 1)
Material stock handling & 2) Demand Forecasting. W.r.t.
the first issue, we initially referred to material stock
handling strategies from various text books and research
papers available online. During the course of time, we
approached several people from FMCG industry to
identify all the stakeholders of the issue and understood
several techniques implemented for handling expired
products in different companies. After thorough primary
and secondary research, we categorized the issue into two
time frames: Short term and Long term. The key aspects
taken into consideration for devising a strategy are a)
Impact on the bottom line b) Cost Burden c) Brand
Reputation d) Depot, Distributors and Warehouse
concerns and e) Regulations. Short term solution included
the calculation of salvage value for the existing products
and identified several channels of expired product reverse
logistics and disposal. On the other hand, long term
solution comprised several factors that contribute to the
product expiry and recommendations to reduce the same.
Demand forecasting was calculated based on
the 36 months data that was provided in the case. Based
on the historic data available, we identified the level,
trend, seasonality and autocorrelation components in the
data . Once these factors were calculated, we implemented
the appropriate forecasting technique- Holt Winter’s
Method to forecast the data for next one year.
OPERA: What were the major areas and concepts of
operations that came handy?
Sri Ramya- Some of the major concepts of operations
that helped us solve the case are Inventory Management,
Reverse Logistics and Demand Forecasting.
OPERA: What was the biggest challenge you faced?
How did you overcome it?
Pranavi- One of the biggest challenges we faced during
the competition was to identify the industry practices used
for disposal of expired material. We approached various
experts from FMCG industry to understand material stock
handling strategies implemented by them and analysed
several techniques of material disposal applied for
different products based on the nature and ingredients
used. It helped us in devising the material stock handling
strategy for Marico.
OPERA: Any interesting fact about the competition you
would like to share with us?
Akanksha- It took us some time to approach one of the
problems listed in the case study. After discussing with
experienced people in field of supply chain, we realized
that it was a problem of reverse logistics which had earlier
completely slipped out of our mind.
OPERA: What kind of homework you generally need to
do for such Operations related competitions?
Pranavi- One needs to be aware about the latest trends in
the industry related to the problems posed in the
competition. A basic understanding of the relevant
concepts is a must. Try to find similar issues faced in the
given sector by different organizations and their response
and see what challenges the current organization would
face if they had adopted a similar approach. A basic
knowledge of the standard metrics across the given sector
will always be an advantage.
OPERA: Any advice you would like to give to the
aspirants of such coveted topics?
Akanksha- Try to talk to as many people as possible in
the related field and the given organization, if possible. A
thorough understanding of organization’s best practices
and procedures always helps.
Magister Operandi Spring ’14
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Mr. Vishwadeep Khatri is the CEO of Benchmark Six Sigma. Vishwadeep has been conducting senior management workshops for some of the World’s leading organizations including Goldman Sachs, JP Morgan Chase, William Hare, Schneider Electric, Syngenta and American Express. As a Business Improvement Consultant, Vishwadeep has led consulting assignments for clients from various industry sectors including Tata Motors, Radisson Hotels, France Telecom, Indofoods, Airtel, and NIIT.
I have been doing training and consulting on Lean Six
Sigma (LSS) since 2001. We started conduct of
structured LSS training in the form of Green Belt in the
year 2005. I shall mention changes that I have
personally experienced over the years. This article shall
explore several perspectives using a then (2005-06) and
now (2013-14) comparison.
The book has changed and so has the meaning of copy-
book:
Copy book six sigma started in 1987- The original
proponents of the subject had a copy book approach
towards quality with a five stage structured approach to
defect reduction.
Original definition of Six Sigma referred to
ability of a process to generate a high “first time right”
percentage in the production output.
This gained credence in many companies like
Motorola (originator), Honeywell, and General Electric in
a few years. GE developed methodologies that can be
applied to services and to design.
In 2014, there are a large number of
professionals promoting Lean Six Sigma in a copy-book
style but with an entirely different perspective. One look
at the modern definition will explain how the meaning
has changed.
“Lean Six Sigma is vastly regarded as a
business improvement methodology that maximizes
shareholder value by achieving the fastest rate of
improvement in customer satisfaction, cost, quality,
process speed, and invested capital”
Quite clearly, Lean Six Sigma has moved from
the perspective of Quality Management (which
considered management of quality in a company) to a
methodology that enhances the Quality of Management.
The numbers “Then and Now”:
When we started conducting green belt programs way
back in 2005, we had an odd service sector participant
sneaking in with a shy look as he saw all manufacturing
folks occupying seats. This rapidly changed to 30
percent service sector participation by 2007 and finally
to 85 % in 2014. The numbers in Green Belt programs
have been changing over the years as well. In open
enrolment programs, we trained about 100 people in the
year 2005. It has swelled to 200+ per month now. In
2005, very few organizations in India had an internal
Lean Six Sigma program. Today, a large percentage of
managerial work-force gets trained in internal programs
of leading companies in various sectors.
Enhancement in cross domain expertise:
One of the most prominent unchanged features of LSS in
these nine years is that professionals with business
excellence expertise are able to pursue opportunities
across domains. This helps them grow across verticals as
the business improvement skill-set is respected
everywhere. This has been one of the reasons why senior
professionals from various industry sectors
have been nominated for these programs. In the 60+
Black Belt batches that we have completed, the career
growth of at least one professional of each batch is
highlighted at
http://www.benchmarksixsigma.com/content/lean-six-
sigma-green-belt-certification
Used sometimes in a copy-book style and
several times in an unorthodox fashion, Lean
Six Sigma approaches have been bringing
large scale business improvement across
sectors.
Lean Six Sigma - Journey from “management of
Quality” to “Quality of management”
Vishwadeep Khatri CEO, Benchmark Six Sigma
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In our 370+ Green Belt batches, we have had senior
professionals in most batches. A sample list of such
professionals can be seen in the slider of our website at
http://www.benchmarksixsigma.com/content/lean-six-
sigma-green-belt-certification
.
times, we have worked with design teams of Voith
Turbo,Turbo, William Hare, Dr. Reddy's, Kone
Elevators, to name a few. LSS is on the rise in this
domain.
Banking and NBFC : Having trained professionals
from American Express, JP Morgan Chase, HDFC,
ICICI Bank, ABN Amro, Max New York, HSBC and
the likes, I can say that the methodology is here to stay
in financial domain.
BPO/ KPO : Due to severe productivity and cost
pressures, outsourcing industry has been active with
LSS. Another reason for BPO’s early entry into this
domain was due to their perceived similarity with
manufacturing. All large BPO’s in India and LSS
implementers.
Informational Technology :IT experts in India have
been joining the LSS bandwagon for one more reason in
addition to business improvement objective. Most
clients happen to be from US and are active with LSS
practices. It became a client expectation that project
managers in IT domain understand and use the
philosophy during software development. Most large IT
companies actively pursue DMADV and DMAIC
approaches.
Other Services like healthcare, hospitality, travel, and
telecom have seen significant activity with leading
providers putting LSS teams in action. LSS in healthcare
is a big focus area in US in last few years.
Professionals from these domains form the majority of
our participants. There has been a significant increase in
service sector participants from these domains as
highlighted earlier.
Sales and Marketing : In the digital age, search engine
marketing and social marketing with platforms like
Google, Facebook, Linkedin provide great opportunities
for enhancements in lead generation using LSS due to
availability of reliable data. Usage of CRM solutions in
most large corporates has made it easier for LSS
professionals to focus on projects that focus on increase
in revenue. LSS activity is increasing marketing domain,
but not so much in sales.
Unorthodox Lean Six Sigma on the rise:
There are a large number of professionals who use the
LSS methods for problem solving and decision making
although they do not carry out end to end projects of the
DMAIC or DMADV kind.
The usage of the approach needs modification
to suit the culture of the organization. While mature
organizations thrive with the new terminology and
outlook, there are hundreds of organizations where our
participants prudently avoiding usage of Lean Six Sigma
jargon to ensure that colleagues and bosses are not
intimidated.
Unusual implementers of LSS include senior
professionals from Naukri.com, IT service management
R&D : One of the most
vehemently opposed groups
initially was the R&D
function. This has changed to
quite an extent. In recent
Applicability of Lean Six
Sigma:
The views on applicability
were questioned in several
domains initially. To be
frank, there are a number of
detractors even today, but the
believers have been doing
well all these years. Let us
review various domains.
EPC (Engineering,
Procurement and
Construction) : This
industry works with projects
most of the time. The leading
provider of project
management body of
knowledge, the Project
Management Institute has
been promoting process
approach to project
management for several
years now.
Operations, Quality and
Supply Chain :
Professionals from these
Magister Operandi Spring ’14
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experts from IBM, SAP implementation experts, Black
Belts at HSBC, Business Excellence experts at TCS,
Wipro, GE, and Risk Management professionals in
Citibank and HSBC.
The biggest set of unorthodox Lean Six Sigma
implementers are the large consulting companies who
have created consulting roadmaps that use most of LSS
methods capsuled in a proprietary approach developed
by them. These consulting companies do not conduct
training but take up business challenges, convert them
into projects, collect data from client processes, use LSS
tools and provide recommendations.
Lean Six Sigma Methodologies – Then and Now:
The most popular methodology continues to be the
DMAIC (Define – Measure – Analyze – Improve –
Control) sequence where the objective is to identify an
existing process that needs rapid improvement, and take
through a structured problem solving rigour. The
DMADV cycle (Define – Measure – Analyze – Design –
Verify - akin to business process re-engineering) has
grown in stature and every year there are more
companies that are seen using it. We re-launched our
DMADV Black Belt program last year it seems this
program is likely to grow in next few years.
The increase in the pace of change:
The pace at which new products are getting launched,
the time in which new concepts get tested and the
rapidity with which customers accept or disregard a
product are visible to all of us. This has led to LSS being
made a part of decision making on an everyday life in
fast moving companies. As an example, when a
regulatory change happens in a country, a bank initiates
lean six sigma projects which focus on minimizing
losses or maximising gains from the specific change.
Companies like IBM have developed a design sequence
that ensures that the power of LSS methods is put to use
whenever a new IT service is launched. This ensures
more instances of “first time right” services.
To keep pace with rapid changes, Lean got
integrated with Six Sigma a few years ago. This created
a new terminology called Lean Six Sigma. While Lean
focuses on efficiency (faster designs, faster operations,
faster deliveries etc.), Six Sigma focuses on
effectiveness (meeting customer requirements). The LSS
assignments are done more rapidly at companies that are
in a dynamic market place. This is natural as no one can
afford to spend much time in improving a process that is
bound to be revised soon. This has also created the case
for DMADV projects being taken up more often as
compared to DMAIC in fast paced sectors.
The paradigm shift:
The shift from “Inspections at the end” to “First time
right at source” is becoming a powerful management
driver in more and more companies. “FMEA” that
ensures risk mitigation, “Mistake proofing” that
eliminates the possibility of defects, “SPC” that provides
early warning alerts are gaining traction. Companies are
realizing more than ever before that need for scalability
creates a need to build extra-ordinary processes. LSS
methods are aligned to build such processes in
organizations.
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Magister Operandi Spring ’14
TEAM OPERA
Opera, The Operations club of Shailesh J. Mehta School of Management, IIT Bombay is an endeavour by
the students which constantly works on the lines which supplement its vision which is “To enrich the
knowledge of students of SJMSoM in the domain of Operations management through planning and
implementing activities that supplement their classroom learning”. Opera aims at bridging the gap
between industry and academia. Our major activities include but not limited to:
Imparting knowledge to students through summer preparatory sessions, guest lectures, etc.
Co-ordinating Operations continuum
Conducting Industry Visit
Sharing knowledge through various avenues – Club website, forum etc.
Conducting operations related competitions
Conducting Leagile event at Avenues
Publishing bi-annual magazine “Magister Operandi”
Prashant Srivastava Parthajit Dutta Email: [email protected] Email: [email protected] Contact: +91 9967 350 927 Contact: +91 7506 122 606
Shreerang Kamble Anuvrat Gupta Email: [email protected] Email: [email protected] Contact: +91 9545 708 181 Contact: +91 8454 997 117
Akash Chaudhari Rakesh Devadas Email: [email protected] Email: [email protected] Contact: +91 9892 920 904 Contact: +91 8454 993 477
https://www.facebook.com/SJMSOM.OPERA
http://www.som.iitb.ac.in/clubs/opera/
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