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Percent of Defective Decisions on Applications
0.0%
1.0%
2.0%
3.0%
4.0%
5.0%
6.0%
7.0%
Mar-99 Apr-99 May-99 Jun-99 Jul-99 Aug-99 Sep-99 Oct-99 Nov-99 Dec-99 Jan-00 Feb-00 Mar-00 Apr-00
Month
Pe
rce
nt
Goal
0 10 20 30 40 50
0
500
1000
Bus Days
Fre
quency
Cycle Time- Week of Sept 27, 1999
– Improved Process Sigma 3.2– Mean 2.9 Days– Standard Deviation 3.2 Days– Minimum 0 Days– Maximum 46 Days
Upper Spec = 10
0 10 20 30 40 50 60 70 80 90
0
500
1000
1500
Bus Days
Fre
quency
– Process Sigma 1.4– Mean 9.0 Days– Standard Deviation 9.0 Days– Minimum 0 Days– Maximum 86 Days
Upper Spec Limit = 10
Black Belt: Dee Daley/ Kelli NessethMaster BB: David BairdSponsor: Rick Hayes/Richard Cole
GE Capital Card ServicesHome Depot Commercial Underwriting: Project Summary
2
Cycle Time Baseline-Week of July 5, 1999
Accuracy Measure- Before
• Home Depot approved 21% of the declined
applications they reviewed and GE agreed with
Home Depot.
. • There was no measurement of Accuracy of
Approved Applications.
Accuracy Measure- After
Business Case
PIT Team Established in June, 1999
Black Belt: Dee Daley/ Kelli NessethMaster BB: David BairdSponsor: Rick Hayes/Richard Cole
GE Capital Card ServicesHome Depot Commercial Underwriting: Project Summary
1
Voice of Customer- Before Voice of Customer- After
“We are Going to Pull This
Business.”
“Thing have never ever, ever been this good in the group.”
“We don’t trust you.”
“You are causing us to loose customers and
money.”
“Quality (DMAIC) takes longer than I’d like but it produces
great results.”
“The members of this team put in a lot of time and effort to improve the way we approve commercial applications, and the results have been nothing short of amazing!.”
In May, 1999 Home Depot was exasperated with GE’s inability to process commercialcredit applications promptly and accurately. Home Depot established a separate unit oftheir personnel to review all applications declined by GE had no cycle time or accuracymeasures. The GE and Home Depot relationship reached a volatile point and HomeDepot was threatening to take the business to another provider.
“Decisions are taking too long and they are not accurate.”
Black Belt: Dee Daley/ Kelli NessethMaster BB: David BairdSponsor: Rick Hayes/Richard Cole
GE Capital Card ServicesHome Depot Commercial Underwriting: Project Summary
3
Root Causes Immediate Solutions Implemented
Individual Queues not being Managed Report to analyze Que volumes Reviewed Daily byHDCS management
Apps that require investigation were nottracked in separate queues
Separate queues set up for apps needing investigation
All apps declined by HDCS were reviewed bysenior credit analysts prior to being sent toHDCRB
Duplicate Review of Declined ApplicationsEliminated at HDCS
35% of Applications in Que were flagged asduplicates. Analysts had to research and declinetrue duplicates.
Set up a separate que for suspected duplicate apps
High percentage of applications requesting >$25K credit limit taking more than 10 days todecision
Apps qued separately when keyed Clarified turnaround time expectation with ccms Queues reviewed and acted upon by HDCS
managementOld apps being reopened If an app has been decisioned > 30 days ago, analysts
do not reopen the app. The app must be rekeyedApps that HDCRB agreed with decline werenot worked as a priority
Working Que N8 daily
Root Causes Project Driven Solutions Implemented
No Department Level Cycle Time or AccuracyMeasurements
Developed suite of Daily and Weekly reports andExecutive Level Dashboard
Individual Queues not being Managed Reorganized Department into Regional Teams andcreated Team ownership for ques
No individual productivity measurements Obtained and automated individual productivitymeasures
No Staffing Plan for Department Implemented Productivity based Staffing Model New Analysts and New Team Managers Hired
HDCS was not collecting data on types oferrors and who was making errors.
Data collected regarding type of defects andinformation incorporated in Performance Reviews
Approved apps have not been reviewed foraccuracy
Conducted random review of approved apps andreview with analysts
HDCS not using consistent approval process ormatrixes to decision apps.
Developed and implemented new decision guidelinesfor all analysts and measured compliance by analyst
10% of all Apps not Complete• Keying Dept sending Incomplete Apps to Credit Dept to Research
Separate PIT Team formed to Address IncompleteApps and Resolve Issues in Keying Dept
Department lacked Basic PerformanceEvaluations and Recognition Programs
Designed Operational Tools: Monthly Feedback forEmployees and Managers, Rewards & RecognitionProgram, Managers Operating Manual
Situation Demanded Immediate
Improvements
DMAIC Process Provided the Structure to
Make Long Term Process
Improvements
Black Belt: Dee Daley/ Kelli NessethMaster BB: David BairdSponsor: Rick Hayes/Richard Cole
GE Capital Card ServicesHome Depot Commercial Underwriting: Project Summary
4
USA Home DepotTotal Turn Time Trend
0
1221
6704
7434
5620
2889
971344
403
238
209235
239
285
0
5000
10000
15000
20000
25000
Mar-99 Apr-99 May-99 Jun-99 Jul-99 Aug-99 Sep-99 Oct-99 Nov-99 Dec-99 Jan-00 Feb-00 Mar-00 Apr-00
Month
Co
un
t
0-2 Days 3 Days 4-5 Days 6-10 Days 11+ Days
Status Today
• Saved $870,000 in EFT and Overtime Expenses. Analysts Were Decisioning 27 Apps Per Day, Now Decisioning 60+ Applications/day.
• Home Depot Is Very Satisfied Turnaround Time Has Remained Low Through Spring Application Volume Increase.• Home Depot Is Still Reviewing Declined Applications, Although Pleased With Our Accuracy. • Metrics Designed by This Team Are Now Utilized Throughout Commercial.• A Consumer Underwriting Process Improvement Team Has Been Launched.• New Commercial Application System Is Under Development to Eliminate Majority of the Manual Decisioning Volume.