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Improving operational efficiency with IoT and AI within industrial sectors Orkun Gündüz

Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

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Page 1: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

Improving operational efficiency with IoT and AI within industrial sectorsOrkun Gündüz

Page 2: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

IoT expenditures are increasing

82%of manufacturers

already have or plan to develop

a digital transformation

strategy3

63% of manufacturers

believe that applying IoT to products will

increase profitability over the next

five years4$267B

manufacturerswill invest in IIoT by 20205

50%Of IoT spending

will be driven by discrete manufacturing, transportation and logistics, and utilities6

Sources: 1- Zinnov Zones 2018, 2- MDC Research, December 2018 3 - Oracle for Industry Week 2018, 4 - The MPI Group 2016, 5 - BI Intelligence 2015, 6 - BCG 2017

Page 3: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

3Copyright 2018 – ARRIS Enterprises, LLC. All rights reserved

Skills gap & labor costs: Another key driver for IoT adoption

Source: 1 - 2019 industrial manufacturing industry outlook, Deloitte 2019, 2 - 2019 National Manufacturing Outlook and Insights Leading Edge Alliance 2019

Page 4: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

4Copyright 2018 – ARRIS Enterprises, LLC. All rights reserved

Inefficient operations

Source: 1 - 2019 industrial manufacturing industry outlook, Deloitte 2019, 2 - 2019 National Manufacturing Outlook and Insights Leading Edge Alliance 2019

Page 5: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

Underutilized assets and costly downtimes ~$100,000

costs a single hour of downtime1

75%average

manufacturing capacity utilization in the US2

Source: 1- OEE Benchmark Study, SageClarity 2018, 2 - ITIC 2016

Page 6: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

How does IoT change that?

Sources: 1 - The Road to Digital Transformation. A Progress Report for Manufacturers, Oracle for Industry Week 2018, 2 - The Internet Of Things: Mapping The Value Beyond The Hype, McKinsey Global Institute 2015

“The greatest potential for creating value will be in operations optimization—making the various processes within the factory more efficient.”2

Page 8: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

Tools and equipment management

Source: 1 - IoT and Smart Manufacturing, ITIF 2016

20-50%Of

an enterprise inventory carrying costs

in manufacturing will be saved

by IoT1

Page 9: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

Job Order and Material Flow Tracking

20% higher product count

from the same production line1

40%reduction in cycle time

with smart manufacturing

technologies2

85+%increase in forecasting

accuracy with smart manufacturing technologies2

Source: 1 - IBM 2016, 2 - Itif 2018

Page 10: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

Equipment Utilization and Smarter Maintenance

40%reduction of factory

equipment maintenance costs by

predictive maintenance1

Source: 1 - Deloitte 2017, 2 - Itif 2018, 3 - Roland Berger 2016

30-50%reduction of total

machine downtime2

machine parks reduced by

30 ppwith Industry 4.03

Page 11: Improving operational efficiency with IoT and AI within ... · Underutilized assets and costly downtimes ~$100,000 costs a single hour of downtime1 75% average manufacturing capacity

Thanks for listening!

Orkun Gündü[email protected]