© 2002 Six Sigma Academy ADT Business Unit Results Paul Gillard.
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Transcript of © 2002 Six Sigma Academy ADT Business Unit Results Paul Gillard.
© 2002 Six Sigma Academy
ADT US Highlights
~$264 M in observed improvement opportunities identified~$264 M in observed improvement opportunities identified~$264 M in observed improvement opportunities identified~$264 M in observed improvement opportunities identified
Business $ Revenue EBIT Margin
Field SSOs $2.86B $.84B 22%
•Five Major Regions (144 Districts/250 SSOs)•16,200 employees
Targeted Functions Assessment Location
Sales (Charlotte)
Admin/HR Data (Nashville)
Installation (Atlanta)
Service (Memphis)
Call Monitoring (Jacksonville)
National Sales Center (Indianapolis)
Distribution (CDC) (Memphis)
Dean Seavers
Nancy Chisholm
Mike O’Reilly
Tim Wahl
© 2002 Six Sigma Academy
Cost of Poor Quality Heuristic
Non Competitive
Industry Average
World Class
% of Sales
>40%
25 - 40%
15 - 25%
5 - 15%
<1%
Dollars Left On Table
Sigma Level
Defect Free
Defects Per
Million2
3
4
5
6
65%
93%
99.4%
99.976%
99.9997%
308,537
66,807
6,210
233
3.4
Cost of Poor QualityKey Six Sigma Statistics
CompanyStatus
?
Assumed Most Processes Were Running at Between 4-5 SigmaAssumed Most Processes Were Running at Between 4-5 SigmaAssumed Most Processes Were Running at Between 4-5 SigmaAssumed Most Processes Were Running at Between 4-5 Sigma
© 2002 Six Sigma Academy
Poor Quality Changes Behaviors
3 4 5 6
Sigma Scale of Measure
Restaurant BillsDoctor Prescription WritingPayroll Processing
Order Writeup
Wire Transfers
Airline Baggage Handling
IRS - Tax Advice (phone-in)
(140,000 PPM)
Best-in-Class
Average Company
Industry Six Sigma Levels
© 2002 Six Sigma Academy
Potential Project List
Six Sigma may be leveraged by Tyco recapture dollars left on the table! Six Sigma may be leveraged by Tyco recapture dollars left on the table! Six Sigma may be leveraged by Tyco recapture dollars left on the table! Six Sigma may be leveraged by Tyco recapture dollars left on the table!
© 2002 Six Sigma Academy
Reduce Discontinuances (Discos)
Problem Statement: • 86% RIF retention rate results in severe erosion of ANSC ($323M net of resales).
CTQ: (Critical To Quality):• Service and product quality.
Defect Definition:• Undesirable discontinuances due controllable product or service related issues.
Project Objective:• 93% company wide retention rate.
Current Goal:• Reduce discos by 50% within residential,
Small Business and Core Commercial lines of business.
Cost Benefits:• $98MM EBIT impact.
Internal/External Client Benefits:• Improve net income and cash flow• Revenue growth.
Dependencies:• Clear end-to-end view of customer
experience.• Willingness to make reasonable
customer concessions.• Ability to drive necessary changes across
the enterprise.
© 2002 Six Sigma Academy
Margin
NationalCore
Commercial
ANSC/ADSC
Sales/Resales
Install
Service Satisfaction
Strategic GoalStrategic Goal
Business ChannelsBusiness Channels
Revenue DriversRevenue Drivers
Residential Disco’s Project Clusters
Billing ResponseTime
TechnicalSupport
Drill DownDrill Down
Potential ClustersPotential Clusters Training Expectation Management
Small Business
Residential
Service
RelocationProduct
SatisfactionPerceived
Value
Etc.
Monitoring
© 2002 Six Sigma Academy1010
Numerous Potential Discos Drivers Exist Year to Date Core Billing Problem Summary 2002
0% 5% 10% 15% 20% 25% 30%
Credit Card
Install Charge
Rates
CTC Charge
Service Charge
Statement
Collections
Refunds
CXA Still Billed
Year to Date Core Service Problem Summary 2002
0% 5% 10% 15% 20% 25% 30% 35%
CMC Service
Poor Tech
Service No-Show
SSO Service
Repeat Call
Scheduling
Quality of Service Advanced multivariate Advanced multivariate statistical analyses will be statistical analyses will be
used to quantify and model used to quantify and model the direct and indirect effects the direct and indirect effects
of hypothesized drivers of of hypothesized drivers of customer dissatisfactioncustomer dissatisfaction
September 2002 Complaint Summary
Mid-West12% South-
East15%
West 16%South-
West20%
Atlantic 37%
© 2002 Six Sigma Academy
Basic Discos Process Map
Pending Disco report
Voluntary
Relocation
Non-Pay
Collection Effort
DiscoList
ResaleEffort
Retention
Resale
Resolution
Current
Desired
© 2002 Six Sigma Academy
Reduce Incoming Alarm Volume
Problem Statement: • CMC costs have grown in direct proportion to the number of customer accounts under management. Opportunity exists to leverage existing labor and technology to reduce ongoing operating costs.
CTQ: (Critical To Quality):• Rapid isolation and appropriate response to alarms.
Defect Definition:• Alarms received by CMC that do not require CMC “action.”
Project Objective:• Identify causes of and reduce costs (labor & technology) associated with alarms.
Current Goal:• Reduce incoming alarms and associated calls by 10%.
Cost Benefits:• $10.9M reduction in handling alarms
Internal/External Client Benefits:• Improved labor utilization.• SSO allocated cost reduction• Customer satisfaction
Dependencies:• Willingness to challenge “current thinking” using hard data.
• Upstream and downstream process improvements.
© 2002 Six Sigma Academy
Margin
NationalCore
Commercial
ANSC/ADSC
Sales/Resales
Install
CustomerBehavior
Strategic GoalStrategic Goal
Business ChannelsBusiness Channels
Revenue DriversRevenue Drivers
Residential False Alarm CTQ Flowdown
CustomerTraining
UsagePatterns
SystemConfiguration
Drill DownDrill Down
Potential ClustersPotential Clusters Training Etc.
Small Business
Residential
Service
EquipmentAssociateTraining
SignalProcessing
Monitoring
© 2002 Six Sigma Academy
EndProcess
Call Monitoring Overview
DiagnoseSignal
Call Home,Fire, Police etc.
Incoming Signal (ADT & Dealer
Installed Systems)
ActionRequired?
Omaha, NE
Aurora, CO
Kansas City, MO
Rochester, NY
Jacksonville, FL
Bradenton, FL
Need to identify the key Need to identify the key drivers and make drivers and make
necessary, installation, necessary, installation, service, monitoring service, monitoring and/or technology and/or technology
adjustmentsadjustments..
Yes
No
© 2002 Six Sigma Academy
ADT Six Sigma Considerations
• Strengths– Commitment and readiness to implement six sigma– Willingness to challenge tradition and status quo
• Opportunities– Leverage improvements across all SSOs– Leverage call centers more effectively– Aggressive management of disconnects, resales and false alarms– Selection, testing and career development– Workforce management (turnover, compensation and resource allocation)
• Recommendations– Target the “big picture” opportunities consistent with business vision– Process standardization across the entire ADT enterprise– Inventory management– Address goal alignment issues to incent desired behaviors
• Obstacles– Ability to identify and engage high performers– Timing, ongoing priorities and competitive pressures– Existing goal alignment and incentives that do not reward across silo-thinking– Systems integration