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Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Making it Work for Your OrganizationFusion 2014 
John Custy 
JPC Group 
jpcgroup@attglobal.net 
617.536.9225
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
WHY Problem Management 
– 
Provide the foundation for: 
– 
Critical thinking 
– 
Common language 
– 
Decreasing time to resolution 
– 
Decrease Downtime 
– 
Reduce costs and increase IT value 
• 
Key roles necessary for Problem Management 
• 
Techniques/Methodologies for Problem Management 
– 
Results 
– 
Increase Business value of IT Services 
2
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
John Custy-JPC Group 
jpcgroup@attglobal.net 
Service Management Practitioner, Consultant and Educator 
ITIL Expert & ITIL Service Manager 
ITIL Intermediate –SS, SD, ST, SO, CSI, OSA, SOA, PPO, RCV 
ITIL Practitioner –IPAD, IPPI, IPRC 
KT Certified Instructor 
ISO/IEC 20000 Consultant 
ITSM Consultant/Manager based on ISO/IEC 20000 
ISFS, ISMAS based on ISO/IEC 27002 
HDI Faculty & Certified Instructor 
KCS v4 verified Consultant 
Distinguished Professional in IT Services Management John Custy 
john.custy 
ITSMNinja 
johncusty 
3
PROBLEM MANAGEMENT 
Current state and challenges 
5
? 
? 
? 
? 
Today 
Source: KT/ITpreneurs 
Everyone Does it Their Own Way… 
6
? 
Outcome 
Source: KT/ITpreneurs 
This doesn’t work well for teams. Result = significant rework for each escalation/transfers 
7
*Chart represents week 1 2007 through week 12 2008 
Linear toa team 
of 16 
OutcomeExtended resolution … 
Source: KT/ITpreneurs 
8
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Agenda 
• 
Why Do Problem Management 
– 
Purpose, Objectives, Goals 
– 
Concepts 
– 
Challenges 
– 
Roles 
– 
Metrics 
• 
Problem Management Techniques 
• 
Problem Management Benefits 
9
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Two Fundamental Thinking Modes 
Based on the research and book “Thinking, Fast and Slow” by the Nobel-prize winning psychologist Daniel Kahneman the brain has two fundamental thinking modes: 
 
System 1: “Automatic System” informed by knowledge and experience 
 
System 2: “Effortful System” used to consciously think through an issue in a systematic way 
Which mode do you typically use? 
Source: KT/ITpreneurs 
10
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
The answeris … 
2 x 2 = 
What thinking mode did you use? 
38 x 38 = 
What thinking mode did you use? 
11
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
When to use each approach 
System 1 is best to use: 
 
The issue is simple 
 
I have seen an issue like this many times before 
 
The cost of being wrong is low and the consequences are acceptable 
System 2 is best to use: 
 
The issue is complex 
 
I have not seen an issue like this before 
 
The cost of being wrong is high and the consequences unacceptable 
 
Time for repeated System 1 thinking is over 
 
Number of trial fixes, people involved or elapsed time 
Source: KT/ITpreneurs 
13
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management 
 
Purpose: 
 
Eliminate recurring incidents and minimize the effect of incidents that cannot be eliminated 
 
Objective: 
 
Prevent problems and related incidents from happening 
 
Eliminate recurring incidents 
 
Minimize the impact of incidents that cannot be prevented 
14
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management 
Goal: 
 
Diagnose the root cause of incidents and the resolution to the problem 
 
Ensure that the resolution is implemented through the appropriate control processes (change and release management) 
 
Maintain information about problems and workarounds 
 
Interface with knowledge management 
15
Problem Management Key Concepts 
Problem 
Problem 
} 
} 
Incidents 
Incident 
Known Error 
} 
Request for Change 
Why is this important? 
Your service management tooling must support these 
relationships. 
16
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Challenges 
 
Understand the difference between Incident Management & Problem Management 
 
Fixing the issue permanently is typically a task for problem management. 
 
Management needs to prioritize Problem Management activities, not each analyst/technician. 
 
Business justification is necessary for prioritizing problems 
18
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
What Do We Really Need to Know? 
What solutions are on the 
table? 
Specify objectives 
What´s going on? 
List issues and actions 
What are risks / opportunities? 
Determine preventive and contingent actions 
Why did it happen? 
Collect facts to find cause 
19
The Situation 
GrainStorage 
Dairy 
Farmhouse 
Usual routeof chicken 
21
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
What is Going On? 
Customer Issues, Priorities, Impact. What When Where 
Action Needed 
Due 
Done 
Who 
Chicken crossing road daily 
Prevent Chicken crossing 
Findout why chicken crosses the road 
Journalist sniffingaround 
Keep him off the farm 
22
Possible Solutions 
ObjectivesSolution Must Meet 
Alternatives 
BestFit? 
Due 
Who 
Choose best way to keep poultry safe 
New fencing 
Lock chicken in coop 
How to manage the story best 
Minimize disruption to grain operation 
Find the answer to the mystery 
23
Why Did this Happened - Potential Causes 
Diagnosis Data We Have 
Data We Want 
Due 
Done 
Who 
One chicken (Rhode Is Red) 
List events happening only on weekdays around 10am 
Not guinea fowl, ducks, geese. 
Going across road, not to grain store, farmhouse. 
Weekdays at 10am, not earlieror later. Last 4 months, not 14 months before. 
24
Risks and Opportunities 
Risks and Opportunities list 
Preventiveand Contingent Actions 
Due 
Done 
Who 
Story in papers causes intrusions on farm 
News satellite trucks block access for farm vehicles 
Place tractors in lane to prevent large vehicleaccess 
25
KT Restore Dashboard 
26
PROBLEM MANAGEMENT TECHNIQUESTHERE ARE PROVEN PROBLEM ANALYSIS TECHNIQUES THAT HAVE SHOWN TO DELIVERY POSITIVE RESULTS: BRAINSTORMINGPAIN VALUE ANALYSISCHRONOLOGICAL ANALYSISISHIKAWA DIAGRAMS (FISHBONE DIAGRAMS) PARETO ANALYSISKEPNER-TREGOE 
34
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
Brainstorming 
 
The most common type of problem analysis 
 
Relevant experts meet together (physically or virtually) 
 
Identify their ideas on the potential cause of the problem 
 
Sessions can be very constructive 
 
Sessions can also be time consuming. 
 
Sessions should be structured with a moderator 
– 
Documents the session 
– 
Identifies actions 
– 
Follow-up items listed and assignments 35
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
Pain Value Analysis 
• 
This analysis is used when attempting to understand the impact of incident(s)/problem(s) on the business. E.g., an analysis is performed to understand the level of pain caused by the incidents/problems. It is possible to design a formula to measure the level of pain (thus assisting prioritization) using variables: 
 
Number of users affected 
 
Length of downtime 
 
Timing of the downtime 
 
Cost to the business (user time, lost sales, penalties, etc.) 
• 
The investigation may also turn up information helpful to the diagnosis , assessment and ultimate correction of the problem as well. 
36
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
Chronological Analysis 
Builds a timeline of what happened when (from event and/or incident data). The timeline can then be used to identify cause and effect events and validate assumptions not supported by the events. The expanded incident lifecycle can assist in developing the chronological analysis. 
37
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
Ishikawa 
A graphical technique that helps identify all possible causes of an effect, such as a problem. This technique was developed by Kaoru Ishikawa and is often called an Ishikawa diagram. Because the final output often looks like a fish, it is also sometimes called a “fishbone” diagram. It is also referred to as a Cause and Effect diagram. 
38
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
Main Cause 
Main Cause 
Main Cause 
Main Cause 
Level 1 Causes 
Level 1 Causes 
Problem to be resolved (effect) 
Level 2 Causes 
Level 2 Causes 
Level 2 Causes 
Level 2 Causes 
Level 2 Causes 
Level 2 Causes 
Level 1 Causes 
Level 1 Causes
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
40
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
Pareto Analysis 
A statistical approach to problem solving that is oriented to 
focusing on the potential issues causing the greatest effect. 
1. Build a table showing potential causes 
2. Sort the rows by importance (descending) 
3. Plot causes (X axis) and Cumulative % (Y axis) and draw line connecting 
the points (curve) 
4. Plot bar graph with causes on X axis 
5. Draw line @ 80% of Y axis (parallel to X axis) 
6. Where line & curve intersect drop line to X axis 
7. Important causes to the left, trivial to the right 
41
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
0% 
20% 
40% 
60% 
80% 
100% 
120% 
0% 
5% 
10% 
15% 
20% 
25% 
30% 
35% 
40% 
Cumulative % 
% of Errors 
42
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management Techniques 
 
Kepner-Tregoe (KT) Analysis (http://www.tregoe.org) 
 
This is a rational modelthat is well respected in business management circles. An important aspect of Kepner Tregoe decision making is the assessment and prioritizing of risk. 
 
KT is not to find a perfect solution but rather the best possible choice, based on actually achieving the outcome with minimal negative consequences. 
 
There are four basic steps when decision making Kepner Tregoe style: 
 
Situation appraisal -is used to clarify the situation, outline concerns and choose a direction 
 
Problem analysis -here the problem is defined and it's root cause determined 
 
Decision analysis -alternatives are identified and a risk analysis done for each 
 
Potential problem analysis -the best of the alternatives is further scrutinized against potential problems and negative consequences and actions are proposed to minimize the risk. 
43
Kepner-Tregoe Model 
3. Decision Analysis: 
To select best fix. 
Effective Decision 
Making 
2. Problem Analysis: 
To find root cause. Problem Management 
4. Potential Problem Analysis: 
To avoidfutureproblems. 
Risk Analysis 
1. Situation Appraisal: 
To clarify and prioritizesituation. Plan Issue Resolution 
Source: Kepner-Tregoe 
44
Not a new 
process, just 
a better way 
of doing 
the existing 
processes 
better. 
Source: Kepner-Tregoe 
45
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Source: Kepner-Tregoe 
46
Source: Kepner-Tregoe 
47
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Problem Management -Benefits 
 
Increased service quality 
 
Reduction in the number of incidents and problems 
 
Permanent solutions 
 
Better Workarounds, improved workarounds 
 
Learning from historical data 
 
Higher first level resolution rate 
 
Higher technical awareness within the IT organization 
 
Better decisions, more informed decisions 
48
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Successful Problem Solving Approach 
Quality x Adoption = Results 
Problem Solving 
Skill Transfer 
(training needed) 
Coaching 
+ 
Alignment of: 
Processes and Triggers 
Expectations > Consequences > Feedback 
Measurement 
Documentation and Knowledge Creation (software) 
Role modeling (leadership) 
Resolution/ 
Restoration time 
Cost per Incident/Problem 
Customer Sat 
Source: KT/ITpreneurs 
49
Copyright ©2014 JPCGroup Problem Management: 
Making it Work in Your Organization 
Value of Problem Management 
 
Improved productivity of customers due to improvement in service availability 
 
Reduction in downtime for customers due to increased IT service availability 
 
Decreased IT (support) costs due to elimination/reduction of on recurring incidents 
50
QUESTIONS? 
Thank you for attending this session. 
Don’t forget to complete the evaluation! 51

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Fusion14 session 202 problem management - making it work for your organization

  • 1. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Making it Work for Your OrganizationFusion 2014 John Custy JPC Group jpcgroup@attglobal.net 617.536.9225
  • 2. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization WHY Problem Management – Provide the foundation for: – Critical thinking – Common language – Decreasing time to resolution – Decrease Downtime – Reduce costs and increase IT value • Key roles necessary for Problem Management • Techniques/Methodologies for Problem Management – Results – Increase Business value of IT Services 2
  • 3. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization John Custy-JPC Group jpcgroup@attglobal.net Service Management Practitioner, Consultant and Educator ITIL Expert & ITIL Service Manager ITIL Intermediate –SS, SD, ST, SO, CSI, OSA, SOA, PPO, RCV ITIL Practitioner –IPAD, IPPI, IPRC KT Certified Instructor ISO/IEC 20000 Consultant ITSM Consultant/Manager based on ISO/IEC 20000 ISFS, ISMAS based on ISO/IEC 27002 HDI Faculty & Certified Instructor KCS v4 verified Consultant Distinguished Professional in IT Services Management John Custy john.custy ITSMNinja johncusty 3
  • 4. PROBLEM MANAGEMENT Current state and challenges 5
  • 5. ? ? ? ? Today Source: KT/ITpreneurs Everyone Does it Their Own Way… 6
  • 6. ? Outcome Source: KT/ITpreneurs This doesn’t work well for teams. Result = significant rework for each escalation/transfers 7
  • 7. *Chart represents week 1 2007 through week 12 2008 Linear toa team of 16 OutcomeExtended resolution … Source: KT/ITpreneurs 8
  • 8. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Agenda • Why Do Problem Management – Purpose, Objectives, Goals – Concepts – Challenges – Roles – Metrics • Problem Management Techniques • Problem Management Benefits 9
  • 9. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Two Fundamental Thinking Modes Based on the research and book “Thinking, Fast and Slow” by the Nobel-prize winning psychologist Daniel Kahneman the brain has two fundamental thinking modes:  System 1: “Automatic System” informed by knowledge and experience  System 2: “Effortful System” used to consciously think through an issue in a systematic way Which mode do you typically use? Source: KT/ITpreneurs 10
  • 10. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization The answeris … 2 x 2 = What thinking mode did you use? 38 x 38 = What thinking mode did you use? 11
  • 11. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization When to use each approach System 1 is best to use:  The issue is simple  I have seen an issue like this many times before  The cost of being wrong is low and the consequences are acceptable System 2 is best to use:  The issue is complex  I have not seen an issue like this before  The cost of being wrong is high and the consequences unacceptable  Time for repeated System 1 thinking is over  Number of trial fixes, people involved or elapsed time Source: KT/ITpreneurs 13
  • 12. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management  Purpose:  Eliminate recurring incidents and minimize the effect of incidents that cannot be eliminated  Objective:  Prevent problems and related incidents from happening  Eliminate recurring incidents  Minimize the impact of incidents that cannot be prevented 14
  • 13. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Goal:  Diagnose the root cause of incidents and the resolution to the problem  Ensure that the resolution is implemented through the appropriate control processes (change and release management)  Maintain information about problems and workarounds  Interface with knowledge management 15
  • 14. Problem Management Key Concepts Problem Problem } } Incidents Incident Known Error } Request for Change Why is this important? Your service management tooling must support these relationships. 16
  • 15. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Challenges  Understand the difference between Incident Management & Problem Management  Fixing the issue permanently is typically a task for problem management.  Management needs to prioritize Problem Management activities, not each analyst/technician.  Business justification is necessary for prioritizing problems 18
  • 16. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization What Do We Really Need to Know? What solutions are on the table? Specify objectives What´s going on? List issues and actions What are risks / opportunities? Determine preventive and contingent actions Why did it happen? Collect facts to find cause 19
  • 17. The Situation GrainStorage Dairy Farmhouse Usual routeof chicken 21
  • 18. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization What is Going On? Customer Issues, Priorities, Impact. What When Where Action Needed Due Done Who Chicken crossing road daily Prevent Chicken crossing Findout why chicken crosses the road Journalist sniffingaround Keep him off the farm 22
  • 19. Possible Solutions ObjectivesSolution Must Meet Alternatives BestFit? Due Who Choose best way to keep poultry safe New fencing Lock chicken in coop How to manage the story best Minimize disruption to grain operation Find the answer to the mystery 23
  • 20. Why Did this Happened - Potential Causes Diagnosis Data We Have Data We Want Due Done Who One chicken (Rhode Is Red) List events happening only on weekdays around 10am Not guinea fowl, ducks, geese. Going across road, not to grain store, farmhouse. Weekdays at 10am, not earlieror later. Last 4 months, not 14 months before. 24
  • 21. Risks and Opportunities Risks and Opportunities list Preventiveand Contingent Actions Due Done Who Story in papers causes intrusions on farm News satellite trucks block access for farm vehicles Place tractors in lane to prevent large vehicleaccess 25
  • 23. PROBLEM MANAGEMENT TECHNIQUESTHERE ARE PROVEN PROBLEM ANALYSIS TECHNIQUES THAT HAVE SHOWN TO DELIVERY POSITIVE RESULTS: BRAINSTORMINGPAIN VALUE ANALYSISCHRONOLOGICAL ANALYSISISHIKAWA DIAGRAMS (FISHBONE DIAGRAMS) PARETO ANALYSISKEPNER-TREGOE 34
  • 24. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques Brainstorming  The most common type of problem analysis  Relevant experts meet together (physically or virtually)  Identify their ideas on the potential cause of the problem  Sessions can be very constructive  Sessions can also be time consuming.  Sessions should be structured with a moderator – Documents the session – Identifies actions – Follow-up items listed and assignments 35
  • 25. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques Pain Value Analysis • This analysis is used when attempting to understand the impact of incident(s)/problem(s) on the business. E.g., an analysis is performed to understand the level of pain caused by the incidents/problems. It is possible to design a formula to measure the level of pain (thus assisting prioritization) using variables:  Number of users affected  Length of downtime  Timing of the downtime  Cost to the business (user time, lost sales, penalties, etc.) • The investigation may also turn up information helpful to the diagnosis , assessment and ultimate correction of the problem as well. 36
  • 26. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques Chronological Analysis Builds a timeline of what happened when (from event and/or incident data). The timeline can then be used to identify cause and effect events and validate assumptions not supported by the events. The expanded incident lifecycle can assist in developing the chronological analysis. 37
  • 27. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques Ishikawa A graphical technique that helps identify all possible causes of an effect, such as a problem. This technique was developed by Kaoru Ishikawa and is often called an Ishikawa diagram. Because the final output often looks like a fish, it is also sometimes called a “fishbone” diagram. It is also referred to as a Cause and Effect diagram. 38
  • 28. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques Main Cause Main Cause Main Cause Main Cause Level 1 Causes Level 1 Causes Problem to be resolved (effect) Level 2 Causes Level 2 Causes Level 2 Causes Level 2 Causes Level 2 Causes Level 2 Causes Level 1 Causes Level 1 Causes
  • 29. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques 40
  • 30. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques Pareto Analysis A statistical approach to problem solving that is oriented to focusing on the potential issues causing the greatest effect. 1. Build a table showing potential causes 2. Sort the rows by importance (descending) 3. Plot causes (X axis) and Cumulative % (Y axis) and draw line connecting the points (curve) 4. Plot bar graph with causes on X axis 5. Draw line @ 80% of Y axis (parallel to X axis) 6. Where line & curve intersect drop line to X axis 7. Important causes to the left, trivial to the right 41
  • 31. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques 0% 20% 40% 60% 80% 100% 120% 0% 5% 10% 15% 20% 25% 30% 35% 40% Cumulative % % of Errors 42
  • 32. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management Techniques  Kepner-Tregoe (KT) Analysis (http://www.tregoe.org)  This is a rational modelthat is well respected in business management circles. An important aspect of Kepner Tregoe decision making is the assessment and prioritizing of risk.  KT is not to find a perfect solution but rather the best possible choice, based on actually achieving the outcome with minimal negative consequences.  There are four basic steps when decision making Kepner Tregoe style:  Situation appraisal -is used to clarify the situation, outline concerns and choose a direction  Problem analysis -here the problem is defined and it's root cause determined  Decision analysis -alternatives are identified and a risk analysis done for each  Potential problem analysis -the best of the alternatives is further scrutinized against potential problems and negative consequences and actions are proposed to minimize the risk. 43
  • 33. Kepner-Tregoe Model 3. Decision Analysis: To select best fix. Effective Decision Making 2. Problem Analysis: To find root cause. Problem Management 4. Potential Problem Analysis: To avoidfutureproblems. Risk Analysis 1. Situation Appraisal: To clarify and prioritizesituation. Plan Issue Resolution Source: Kepner-Tregoe 44
  • 34. Not a new process, just a better way of doing the existing processes better. Source: Kepner-Tregoe 45
  • 35. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Source: Kepner-Tregoe 46
  • 37. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Problem Management -Benefits  Increased service quality  Reduction in the number of incidents and problems  Permanent solutions  Better Workarounds, improved workarounds  Learning from historical data  Higher first level resolution rate  Higher technical awareness within the IT organization  Better decisions, more informed decisions 48
  • 38. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Successful Problem Solving Approach Quality x Adoption = Results Problem Solving Skill Transfer (training needed) Coaching + Alignment of: Processes and Triggers Expectations > Consequences > Feedback Measurement Documentation and Knowledge Creation (software) Role modeling (leadership) Resolution/ Restoration time Cost per Incident/Problem Customer Sat Source: KT/ITpreneurs 49
  • 39. Copyright ©2014 JPCGroup Problem Management: Making it Work in Your Organization Value of Problem Management  Improved productivity of customers due to improvement in service availability  Reduction in downtime for customers due to increased IT service availability  Decreased IT (support) costs due to elimination/reduction of on recurring incidents 50
  • 40. QUESTIONS? Thank you for attending this session. Don’t forget to complete the evaluation! 51