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Making Sense of Six Sigma: Driving the Journey Towards Quality Improvement in Software and IT
Tom GuthrieVice President of I.T. OperationsCox Communications
The “Burning Platform” for Cox
• Rapidly changing competitive landscape
• The need to bring products and services to market faster
• Expanding convergence pressure (Quadruple Play)
• Increasingly complex partnerships and new content
• Pressure to manage spending but do more/better
THE BURNING PLATFORM2
• The competitive landscape is intense… the stakes are high!
• Pressure to do “more with less”
• Old measurement schemes not customer focused
• Service levels not predictable
The “Burning Platform” for I.T.
THE BURNING PLATFORM3
Variability at the airport
Imagine that you are at the Atlanta airport baggage claim and on top of the baggage carousal is a sign that says “Our average luggage delivery reliability is 99.99%”
• Close your eyes… how does 99.99% feel?
• Close your eyes again…the carousel comes to a stop and your bag is no where to be found…. Now how does 99.99% feel?
Do our Customer’s feel the averageor their own individual experience?
Key Assumptions
• Variation is inevitable
• Defects can be prevented by monitoring, controlling, and reducing variability in processes and products
• Continuous process improvement can be used to reduce variability and improve results
If a process in “In Control”, a randomly selected item has a 99.73% chance of being between -3 and 3 standard
deviations (σ) from the mean.
Average (µ)
99.73%
µ – 3σ µ + 3σ
Process Stability as a Central Tenet
STRATEGIC SIX SIGMA17
230 per million5
6210 per million4
69 per hundred1
31 per hundred2
67 per thousand3
3.4 per million6
DefectsZ
USL
Defects
(Result > USL)
Defects (Result > USL)
LSL
Defects
(Result < LSL)
Defects (Result < LSL)
x
Process Capability is the KeyDefects per Million Opportunity analysis
STRATEGIC SIX SIGMA
Three SIGMAOr
BUST!
Six SIGMAWhere
APPROPRIATE
18
It’s more than averages
Our customer don’t experience averages… they experience variation
On average, I answer the phone in 30 seconds
Jane called, I answered in 45 seconds
Fred called, I answered in 90 seconds
Average
How you doing, Fred?
Averages don’t represent variation
Both call centers have the same average, which one do you want to call?
Call Center 1
Call Center 2
10 30 60Seconds to Answer
What does SPC allow us to do?• Identify critical problem areas/ solutions
– Focuses only on real issues– Eliminates the death grip of month to month comparisons– Uses the VOICE of THE CUSTOMER to gauge success
• Determine the “capability” of any process
• Understand and optimize any process
• Reduce variation and monitor for unusual conditions
SPC = Statistical Process Control
What About Metrics?
Processes are “how we execute” … metrics tell us “how well we execute”
0
10
20
3040
50
60
70
80
H L
SpeedOil Pressure
H L
Temperature
Target is 50%
First Call Resolution Control Chart (Feb 04 – Feb 05)
46%
61%
55%
59%
64%
56%53%
25%
30%
35%
40%
45%
50%
55%
60%
65%
70%
Feb-0
4
Mar-
04
Apr-0
4
May
-04
Jun-
04
Jul-0
4
Aug-0
4
Sep-0
4
Oct-04
Nov-0
4
Dec-0
4
Jan-
05
Feb-0
5
Months
% F
irst
Cal
l Res
olu
tion
.
0
1,000
2,000
3,000
4,000
5,000
6,000
Tot
al T
ick
ets
Good
. Reorganized the tasks formerly done by the System Administrator positions by
increasing permissions for the Help Desk Coordinators.
VOC = 50%
VOP = 59%
Process IN ControlFebruary 2005 First Call Resolution was 56%
Initial goal is 50% or better *
* Final goal is 90% or better
First Call Resolution
0
10
20
30
40
50
60
45 to50
50 to55
55 to60
60 to65
65 to70
70 to75
75 to80
80 to85
85 to90
90 to95
95 to100
100 to105
% First Call Resolution
Nu
mb
er o
f D
ays
in e
ach
ran
ge
n = 148Weekdays
Aug04 - Feb05 LSL=50 USL=100
11/9/04 - IVR and Seagate outages2/4/05 - Outlook issues2/14/05 - Citrix Outage
11/30/04 - Network Drive Outage (tickets closed by HD, not assigned to Parent)
12/27/05 - Day after Holiday, extremely low volume
Process is Operating at 1.97 Sigma Process is NOT Capable - Cpk (sigma) = .7
Target is 3 Sigma or better
First Call Resolution Capability Chart
Return to Presentation
Phone Only - Weekdays - Control Chart
Process IN of Control
August 2006 First Call Resolution was 60%
55%
57%
60% 60% 60%60% 60%
62%
61%
64%
61%
63%
59% 60%
40%
45%
50%
55%
60%
65%
70%
Jul-05 Aug-05 Sep-05 Oct-05 Nov-05 Dec-05 Jan-06 Feb-06 Mar-06 Apr-06 May-06 Jun-06 Jul-06 Aug-06
Months
% F
CR
.
0
500
1,000
1,500
2,000
2,500
3,000
3,500
4,000
4,500
Tot
al T
icke
ts
.
FCR% UCL=67% A=66% B=64% VOP=62% B=61% A=59% LCL=57% VOC = 50% Total Tickets
Good
VOC = 50%
VOP = 59%
Process Break: Added FCR to
monthly incentive program. Pay out at 65%
First Call Resolution Control Chart (Jul 05 – Aug 06)
Added First Call Resolutionto monthly incentive program.Pays out at 65%
Voice of the Process = 62%
Voice of the Customer >= 50%
Return to Presentation
IT Helpdesk – First Call ResolutionAction Plan
• “My plan is to continue to try to add FCR opportunities to the Service Desk. I am currently in the process of meeting with other groups to transition some of their support to the helpdesk. The more we can solve the problem instead of passing it to another group, the better.”
Ross DominyHelp Desk Manager
Challenges in Process Improvement
• Questions about what I.T. knows about business?
• The deadly embrace of flawed methods
• Real improvements take time
Vendor created cost management(real example)
• Software problems driving $6M in annual cost
• Ticket backlog grew to 1000 open problems
• Contract negotiation pending
• Looking for a Win-Win solution
Vendor created cost management (cont’)
• Established contract incentives based on:
– Predictability of ticket resolution process
– Capability of ticket resolution process
• Open ticket volume reduced by 90% in 6 months
• Total 5 year incentive payout < 20% of the cost driven by software problems in same period
– Incentives funded directly by avoided cost
ICOMS -
KANA -
Cox Edge -
PeopleSoft -
Other -
Application SLA Missed %
30%
60%
41%
20%
29%
AS-400 Response Time
Transform
Voice of the Customer
Voice of the Process
Upper Control Limit
Lower Control Limit
First Call Resolution
HELP DESK ASA
Application Uptime
Performance ExcellenceMeasuring the Right Things Right USL
Control Charts Capability Charts
USL
USL
STRATEGIC SIX SIGMA
Before
After
16