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Copyright 2005-2015Page 1
Effective Operationsthrough Sigma Designs
James C. Abbott
www.CallCenterProfessor.comwww.EffectiveCallCenters.com
864-297-9598
Copyright 2005-2015Page 2
How long would it take you to change a flat tire?
Copyright 2005-2015Page 3
How long is a competitive pit stop?
Merriam-Webster dictionary defines the Goal as
– 1 the terminal point of a race
– 2 the end toward which effort is directed
The words and definitions are key
The vision requires that we set the bar high
Copyright 2005-2015Page 4
A 21st century call center optimization requires we establish and solve simultaneous equations
Optimum call center =
+ + +
Other possible equations
Customer experience
Cost management
Knowledge management
Staffing
Triage Risk Vendor More
Copyright 2005-2015Page 5
An effective operation requires three areas of knowledge with a comprehensive architecture
•Focus on process & proactive decisions
•Brilliant execution
•Division of Labor
•Continuous Improvement
•Dynamic adjustment
DesignDesignFor a simple operation and
minimal variation
•Understand & apply science
•Engineering
•Process Design
•Factoring
MetricsMetricsFor effective
decision-making
•Strategic View
•Tactical View
•Running the operation with metrics
ManagementManagementDynamically exert control of the operation
Science
Process Principle
Copyright 2005-2015Page 6
Operational Principles make the building of an effective operation understandable by all
Product / Process
1st A fundamental understanding of both the product and process is essential to improvement. The underlying component for improving the product is the process.
Division of Labor
2n
d Division of Labor is the framework for all aspects of decision-making. It must be clearly understood to separate the policy, strategic, and tactical decisions.
Base Camp
3r
d An effective operation must be built on a base of correctness, consistency, and capability.
Structure
4th Operational excellence requires foundational structure. This foundation of structure, order, and arrangement is comprised of quantitative and conceptual homogeneous groups.
Copyright 2005-2015Page 7
The goal of the design is to provide Value and Quality
Performance - Meet or Exceed the Customer’s Perceived Expectation
Our Design must give equal importance to each leg (performance, time, and cost). Giving more or less importance to one will cause the
operation to be ineffective
Cost - While Reducing Cost
Time - And Delivering the product when the Customer wants it
Copyright 2005-2015Page 8
An effective operation provides a great customer experience with the lowest cost
“The fact is that all U.S. midsize cars contain the same parts count, the same engine and transmission technology, the same safety equipment, the same ABS brakes and traction control, the same or similar seats and interiors—and many of these parts even come from the same suppliers. A Chevrolet Malibu's material cost is within a couple percent of that of a BMW 3-Series.”
I had a Vice President in a class ask me, “What if we just want low cost.”
You can’t have low cost without a great customer experience.
Bob Lutz: Life Lesson From the Car Guy -June 11, 2011,
Copyright 2005-2015Page 9
With the hard work done in design, a winning team can execute things that appear impossible
A NASCAR pit stop appears so easy we seldom pause and appreciate the work required to change 4 tires in 12 seconds.
Just overlaying expensive technology and computerization on top of the current methods makes the mess faster and bigger
It is Easy to make things Hard. It is Hard to make things Easy!!
Copyright 2005-2015Page 10
The Impact Variability has on a Winning Team
A football team has 11 players
Football Positions
Copyright 2005-2015Page 11
30 sec30 sec
8 min8 min
8 min8 min
8 min8 min
An everyday example can help explain science
8 min8 min
$10,000$10,000Per ClerkPer Clerk
30 sec30 sec30 sec30 sec
24.25 minute24.25 minute Average WaitAverage Wait
Copyright 2005-2015Page 12
First-in first out is an attempt to make poor service appear fair
$10,000$10,000Per ClerkPer Clerk
$10,000$10,000Per ClerkPer Clerk
Copyright 2005-2015Page 13
With a crude design we only have one option to add more people thus our costs just keep going up
16 Min Waits16 Min Waits
16.5 min Wait16.5 min Wait
8 Min Waits8 Min Waits
12.9 Minute Average Wait12.9 Minute Average Wait
$10,000$10,000Per ClerkPer Clerk
$10,000$10,000Per ClerkPer Clerk
Copyright 2005-2015Page 14
Our variability increases with unintended consequences
$10,000$10,000Per ClerkPer Clerk
$10,000$10,000Per ClerkPer Clerk
$10,000$10,000Per ClerkPer Clerk
Copyright 2005-2015Page 15
Our cost just keeps going up and up while our customer experience gets worse
10 Minute Average Wait10 Minute Average Wait
16 min Wait16 min Wait8 Min Waits8 Min Waits
8 min Wait8 min Wait
$10,000$10,000 $10,000$10,000 $10,000$10,000
Copyright 2005-2015Page 16
The classic approach results in higher cost, poor service, and delays
Keeping everyone busy by doing everything yields high variability processing times
These processing times result in 10 minute average waits at a cost of $30,000
Adding more people is the only solution to problems.
Thus resulting in the highest cost model and poor service
Failure to apply science is a key to why our jobs are going offshore
Copyright 2005-2015Page 17
Applying science, we can have clear roles with processes
CenterCenterRightGuard
RightGuard
RightTackle
RightTackle
LeftGuard
LeftGuard
LeftTackle
LeftTackle
QuarterBack
QuarterBack Tail
Back
TailBack
ZZ
Right EndRight EndLeft EndLeft End
HH
CornerBack
CornerBack
NoseGuard
TackleTackle
EndEnd
LineBacker
LineBacker
SafetySafety
Copyright 2005-2015Page 18
You can have it all by applying science with new methods & structure
$10,000$10,000Per ClerkPer Clerk
$10,000$10,000Per ClerkPer Clerk
Copyright 2005-2015Page 19
Express checkout works because an engineered design removes variability
1 min Wait1 min Wait
.5 min Wait.5 min Wait
8 min Wait8 min Wait
16 min Wait16 min Wait
24 min Wait24 min Wait
9.9 Minute Average Wait9.9 Minute Average Wait
Copyright 2005-2015Page 20
The sigma approach will result in the lowest cost with great customer experience
Processing time with no variability results in 9.9 minute average wait time and a cost of $20,000
Compared to the classic approach cost is lower and service is better
Many options are available to manage and control in an engineered center
Copyright 2005-2015Page 21
When we compare the options, what appears to be the obvious pick is actually the high cost poor service model
10 minute average wait $30,000 Cost
EfficientEfficient
New Method & Factored StructureNew Method & Factored Structure
9.9 minute average wait $20,000 Cost
EffectiveEffective
Engineered OperationEngineered Operation
Crude OperationCrude Operation
Copyright 2005-2015Page 22
0
10
20
30
40
50
60
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 95%
Utilization
Wa
it T
ime
Wait time curve with a processing time average of 3 minute and low variability of .3 std deviation
Hig
h W
ait
Copyright 2005-2015Page 23
0
10
20
30
40
50
60
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 95%
Utilization
Wai
t Tim
eProcessing time variation is the largest driver of wait time and high cost
Standard Deviation = 3.0
Standard Deviation =.3
Standard Deviation = 30.00
Off the Scale
70%
81%
30%
7.0 minutes wait51% cost reduction By reducing Sigma
Copyright 2005-2015Page 24
•Talk time•Processing time•Pickup time
Call center sigma comes in many places so the design must reduce variability
•Multiple call types presented•Topic knowledge•When, why, and what is said•How it is said
Agent
•Message and answers•Agent Uncertainty•Hold to research
CustomerPlanning
•Arrival•Volume•Staffing
•Repeatable•Reproducible
Call Scoring
Copyright 2005-2015Page 25
Why should you want to reduce sigma and what’s in for YOU?
Company– Reduce cost by 20% and more
No repeat calls Faster and better call handling Less turnover burnout
– Increasing revenue and profit– Retain customers
Customer– Satisfaction - +20% increase and
more Reduced wait time Correct and consistent answers Faster call handling
– Wants to do business with us
AgentEasy entry into the jobCareer path and migrationBeing proficient and capable makes a satisfying workplace
–Smooth start of Job–Flawless handling of each call–No surprises–Focus on the customer–Tools to simplify the work
ManagementMany options to manage to avoid problems and be proactiveTools to coach withRapid stepped trainingFoundation for continuous improvement
Copyright 2005-2015Page 26
A few success stories can provide insight as to the results that have been achieved
Copyright 2005-2015Page 27
Dramatic improvement within 5 months
•Fraud, •Customer Care•eCommerceeCommerce•Recovery
•20% reduction in Cost
•10% improvement of Customer Satisfaction
•JD Power rating improvement from last place to #2
eCommerceeCommerce Measurable ResultsMeasurable Results
Copyright 2005-2015Page 28
Division of Labor as explained in Adam Smith’s books, Wealth of Nations, is the framework for improvement
22ndnd Principle of Process Management Principle of Process ManagementDivision of Labor is the framework for all aspects of decision-making. It must be clearly understood to separate the policy, strategic, and tactical decisions. Operations make the tactical decisions of running the facility. Management makes the strategic decisions of assessing the facility’s suitability for the job. Executives make the policy decisions of providing the vision for the business.
Decisions
•Policy – •provides vision
•Strategy •Provides the facility to accomplish the vision
•Tactical•runs THE provided facility correctly and consistently
Functional
•Tasks•Processes as applied to the service industry
Physical
•Improvements from Division of Labor by
•Improved Skills•Reduced time•Focused training•Invent better tools
•These improvement will increase quality and quantity
Copyright 2005-2015Page 29
My Life and Work by Henry Ford 1922, “Hardly a week passes without some improvement being made somewhere in machine or process, and sometimes this is made in defiance of what is called “the best shop practice.”
Henry Ford revolutionized
manufacturing by applying science,
division of labor, and standardization
Assembly line was a method for
reducing variability applying
– Division of Labor
– Standardized parts
Results
– Dramatically higher productivity
– Affordable products for the masses
– Double the workers pay rates while
reducing hours
– Created a middle class
Copyright 2005-2015Page 3030
Football players have positions and execute the process (plays) brilliantly
CenterCenterRightGuard
RightGuard
RightTackle
RightTackle
LeftGuard
LeftGuard
LeftTackle
LeftTackle
QuarterBack
QuarterBack Tail
Back
TailBack
ZZ
Right EndRight EndLeft EndLeft End
HH
The offense dynamically adjusts to
the defense setup
An effective team has clearly define roles and
responsibilities
Copyright 2005-2015Page 31
The advantages of Sigma operations are huge plus it is the low cost model.
Pooled Agent Trying to do EverythingPooled Agent Trying to do Everything
Questions
EfficientEfficientOne Option - BodiesOne Option - Bodies
Crude OperationCrude Operation
Questions
External
Password Reset
User Security Setup
ContentContentBilling SupportStore Support
ProcessingProcessingHardware ProvisioningHardware Maintenance
LAN/WAN Complex Issues
Press 1
Press 2
Transfer
Transfer
Transfer
Ad
vanced
Triag
e
EffectiveEffectiveMany Elegant Options based on Many Elegant Options based on
the dynamics of the situationthe dynamics of the situation
Sigma OperationSigma Operation
Copyright 2005-2015Page 32
How many pages of documentation does it take to fly a Boeing 727
Copyright 2005-2015Page 33
A competent, experienced, and trained pilot uses tools to assure consistency
Boeing 727 Walk-around Diagram
Simple, elegant, and on one page
Copyright 2005-2015Page 34
Just like a pilot, an agent’s correct and consistent service requires tools making the job doable
Call Control Tools
•Walkabouts define the sequence of events
•Factoring to build th anatomy of the business and processes
•Factor tables to simplify
Call Dialogue Tools
• Walkabouts define when to say
• Factor tables Simplify the customer dance
• Dialogue defines •Why we picked the word(s)•What to Say •How to say
The Agent uses the Walkabout to control the call. The call we control is shorter
and is less variable
WALKABOUT® Dependency Diagram
ProductIncoming
SystemProcess
ProductOutgoing4
Metrics
Area:
5
6
3
Abbott Associates•PO Box 26177••Greenville,SC•
•29616••864-297-9598•
www.EffectiveCallCenters.com
Incoming Call End CallGreeting
&Overview
VerifyCard Holder
Identify&
AssessResolve
Transactional Fraud
• Exchange names and identify Customer Fraud Protection
• Request Card Number
• Explain why they are in fraud – Suspicious activity
• Explain call flow
Information to verify
Levels Information required
1 CVV2 & last 4 digits of SS#
2 Out of wallet questions (from Experian)
3 Transfer to FAST(Homegrown Out of Wallet)
• Agent performs levels of verification needed to successfully verify
Level of DetailAbout Transactions
Level Details
1 -Merchant-Amount-Date
2 -Location-MCC Code
• Identify questionable activity
• Probe on suspicious transactions
• Could other users have made purchases?
• Read notes
• Agent decisions the case and adds notes
• Agent addresses any additional customer concerns (may transfer to other agent groups)
Decision Status and actions required
Decision Actions
Fraud • LSRP• Disclosures• Expectations• Quick replacement• Inform ch to follow up
if charges haven’t posted
Not Fraud • Thank you for addressing concerns
• Legit transactions• Address additional
concerns
Unable to Confirm
• Please call back • Additional information
needed• Provide number
Information to access account info
Type of call Information required
CTI Name
Non-CTI 1 of:-Acct #-Full SS#-Phone #-Full Name and Zip
The Agent uses the Walkabout to control the call. The call we control is shorter and is less variable
WALKABOUT® Dependency Diagram
ProductIncoming
SystemProcess
ProductOutgoing4
Metrics
Area:
5
6
3
Abbott Associates•PO Box 26177••Greenville,SC•
•29616••864-297-9598•
www.EffectiveCallCenters.com
Hello, thank you for calling Customer Fraud Protection. My name is (agent name). May I please have your name and 16 digit account number?
• Identify prim/sec
• Understand name pronunciation, use in conversation
• If name too hard, use sir, ma’am
We have noticed some suspicious activity on your account and in order to protect you and your card I am going to need to ask you some additional information. First about your identity and about recent transactions. Afterwards, we can address any additional concerns you may have.
May I please have the last 4 digits of your social security number?
May I have the last three digits found on the back of your card near the signature panel?
Level 2
Some of this information is not consistent with our records. At this time, I will need to ask you additional information for security purposes. I’m going to ask you three to four questions about your credit background.
Level 3
Unfortunately, some of the answers that you provided to previous questions were not correct. If you don’t mind, I would like to transfer you to an account supervisor who has additional tools to resolve the verification issue quickly and efficiently.
Did you make a charge on (insert date) at (insert Merchant) for (insert amount)?
If customer uncertain –
This merchant is located (near your home town, in state, online, etc.) and sells or provides …
Fraud
It appears that your account has been compromised and we will need to close your current account and open a new one with a new account number. (Take LSRP, read disclosures, & identify recurring charges and remind to set up on new account)
Not Fraud
Thank you for your cooperation. You have resolved any fraud concerns with have with your account and all of your charges appear to be legitimate.
Unable to Confirm
Please speak with any additional card holders to determine the validity of these transactions and call us back at 800-427-9428.
Do you have any additional concerns or questions that we can help you with today?
Incoming Call End CallGreeting
&Overview
VerifyCard Holder
Identify&
AssessResolve
Transactional Fraud
•The dialogue on the Walkabout becomes a training tool•The agent can internalize what to say and concentrate on the caller
Copyright 2005-2015Page 37
Division of labor and standardization must form the basis for service sector effective operations
An engineered operation will include
– structure – processes – metrics – message – dialogue – covering every detail
The results will include– Higher productivity and lower
cost– Better service– Consistent message
Copyright 2005-2015Page 38
A Sigma operation requires a Culture Change
Questions
External
Password Reset
User Security Setup
ContentContentBilling SupportStore Support
ProcessingProcessingHardware ProvisioningHardware Maintenance
LAN/WAN Complex Issues
Press 1
Press 2
Transfer
Transfer
Transfer
Ad
vanced
Triag
e
Sigma OperationSigma Operation
Copyright 2005-2015Page 39
The leadership’s roles and responsibilities are the key first step to a culture change
Vision
•Establish the vision
•Develop an Architectural rendering of the operational future state
Architectural Leadership
•Provide the air cover for cultural change to bloom
•Build Teams with the right skills for the design revolution
Center TeamBuy In
•All team members must understand
•Division of Labor
•Principles
•The Science
•Why, what, and how that supports the design
The First StepFirst Step is the hardest.Nothing happens if you don’t do the
first step
Copyright 2005-2015Page 40
There are three teams involved in a cultural transformation to a sigma design
Culture Change
Design Team Program
•The design requires a small elite team
•Short project duration of 3-6 months
Architect
TelephonyTech
ITTech
Engineer
Dialogue Writer
Metric Analyst
Select your design team carefully based on skill requirements
Division of Labor is keyRealistic assess your talent poolOptions to fill out the team
–Train –Hire–Buy the skills
Don’t let a lack of time, skill, or confidence; delay your return.
1st
Copyright 2005-2015Page 41
There are three teams involved in a cultural transformation to a sigma design
Current Management Team
Is a holding action
Process
Implementation TeamIs training and
consolidating the designProject
Culture Change
Design Team Program
•The design requires a small elite team
•Short project duration of 3-6 months
•Develops the design
1st
2n
d 3rd
Copyright 2005-2015Page 42
Planning avoids costly delays and mistakes in the culture transformation
Good and timely start
•Architectural leadership
•Architectural Rendering development
•Factoring your business & operation to build their anatomy
Detailing the Design
•Develop the center design
Phased Implementation
•Plan the transformation
•Plan for operational continuity
•Implementation to minimize risk and maximize return
Implement Continuous
Improvement
•Build a continuous improvement culture
Copyright 2005-2015Page 43
Strategic FocusProvides the facility to accomplish the vision
Operational Engineer•Build a facility to meet the vision and policy•Assure capable facility•Assess change
Training Development
─Build content─Develop curriculum by Mgr/Dir, Supervisor, Agent─Student focused course development and maintenance
Workforce Planning
─Forecast─Capacity Planning─Master Schedule─Schedule
Call Quality & Audit
─Call scoring
Mission Control
─Coordinate & keep the total operation optimum─Real Time monitoring and adjustments─Agent redeployment─Lane adjustment─Short fall deployment
The center team has both strategic and tactical roles
Tactical FocusRun THE provided facility correctly and consistently
Operational Leader•Establish Vision•Develop policy•Assure adherence to vision and policy
Tactical Supervisor
Tactical Supervisor
Tactical Supervisor
•Agent call monitoring & scoring•Coach & mentor agents•Detect change•Real time scheduling updates
Operational Director•Assure correct and consistent running of THE facility•Detect Change•Coordinate all locations
HR
─Hiring ─Student admin─Course Delivery─Student assessment─Student coaching
•Communicate the vision & policies•Assure correct & consistent running of THE location facility•Detect Change
Location Tactical MgrLocation
Tactical Mgr
Training delivery
Center Team
Copyright 2005-2015Page 44
First Principle of Process Management
A fundamental understanding of BOTH the product and the process is essential to improvement. Both the product and the process must be described and understood individually and separately. The underlying component for improving the product is the process.
Copyright 2005-2015Page 45
First Principle of Process Management
Product - Noun− Result
Biscuits
Baking in the Oven
Process - Verb– Activity– Builds the Product
Process Product Balancedmetrics
•TemperatureTemperature•DurationDuration
•HardnessHardness•BlacknessBlackness
•Chip IndexChip Index•Resistance to DropResistance to Drop
Statistical Biscuit ControlStatistical Biscuit Control•HardnessHardness
•BlacknessBlackness•Chip IndexChip Index•RTD RTD (Resistance to Drop)(Resistance to Drop)
Statistical Process ControlStatistical Process Control•TemperatureTemperature•DurationDuration
Copyright 2005-2015Page 46
An automobile’s dashboard gives real or near real time updates for decisions
Dashboard
Does your center really have a dashboard?
Copyright 2005-2015Page 47
The metric dashboard must be dynamic and flexible to allow rapid addition and changes to metrics
Time Series
Variability
Suite of Metric
sExecutive
Aggregation
ImpactAlerts
Causal Notes
Copyright 2005-2015Page 48
The foundation provides the infrastructure for an effective operation
•Focus on process & proactive decisions
•Brilliant execution
•Division of Labor
•Continuous Improvement
•Dynamic adjustment
DesignDesignFor a simple operation and
minimal variation
•Understand & apply science
•Engineering
•Process Design
•Factoring
MetricsMetricsFor effective
decision-making
•Strategic View
•Tactical View
•Running the operation with metrics
ManagementManagementDynamically exert control of the operation
Science
Process Principle
Copyright 2005-2015Page 49
DesignDesign
Three areas of knowledge must be cultivated and Abbott Associates can help
ManagementManagement
MetricsMetrics
Architectural and Engineering
Services
Engineering Classes
Personal Learning CenterAnytime Anywhere
Management, supervisory, and agent curricula
CoachingCoaching
Metric Classes
Metric Dashboard
Copyright 2005-2015Page 50
“Do YOUYOU See the Light”
James C. Abbott
“Do You See the Light”