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THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP

THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

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Page 1: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

THE MONEYBALL CIOLearning the Science of IT Decision Making

Presented by: Matt Mandich, Director Innovation & Strategy

NERCOMP

Page 2: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

BILLY BEANE JOHN CHAYKA

Beane has applied statistical analysis (known as sabermetrics) to players, focusing on On-Base Percentage, which led teams to reconsider how they evaluate players.

Analyzed scoring chances for and against a player, and the likelihood of a positive play occuring based on the way a defenseman clears the puck from his zone.

Page 3: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Business Satisfaction is IT’S KEY METRIC

Busi

ness

Sat

isfa

ctio

n

Unstable: StrugglesInability to Provide Reliable Business Services

< 60%

Firefighter: SupportsReliable Infrastructure of IT Service Desk

60-70%

Trusted Operator: OptimizesExecutive Fulfillment of Work Orders

70-80%

Business Partner: ExpandsExecutive Execution on Business Projects

80-90%

Innovator: TransformsReliable Technology Innovation

90-100%

Page 4: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Our data is sourced from three Analytical Programs

CIOBusiness Vision

CEO-CIOAlignment

Management & Governance

Stakeholder Satisfaction IT / Business Alignment IT Team Capability & Mgmt

42,500+ Business Leaders 350+ Pairs of CIOs & CEOs 4,500+ IT Staff Members

Page 5: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

CEOs & CIOs: do they see eye-to-eye?

49%51%

34%

33%

33% Alignment on the

Current Performance

of IT

Alignment on the

Target Role for IT

HighlyMisaligned

SomewhatMisaligned

Misaligned

Aligned

Aligned

n = 350+ pairs of CEOs and CIOs

Page 6: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

How satisfied do we make the Business?

0%

2%

4%

6%

8%

10%

12%

14%

3.8 4.0 4.3 4.5 4.8 5.0 5.3 5.5 5.8 6.0 6.3 6.5 6.8 7.0 7.3 7.5 7.8 8.0 8.3 8.5 8.8 9.0 9.3 9.5 9.8 10.0

73% of firms have an Overall Satisfaction score

between 6.0 and 8.0

Just 16% of firms score above 8.0 in

Overall Satisfaction

11% of firms score lower than 6.0 in

Overall Satisfaction

Average Score: 7.4

Page 7: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

How about over time?A closer look

n = 431 first year organizations from ITRG’s CIO Business Vision diagnostic

The only category that is steadily going up is Dependency.

IT is not improving andthe business is becoming more dependent on IT.

DATA DRIVEN INSIGHT

73.5% 73.0% 73.3% 72.8%

82.0%82.8% 83.2%

84.3%

70%

72%

74%

76%

78%

80%

82%

84%

86%

2013 2014 2015 2016

Overall Satisfaction Dependency

Page 8: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

What Drives

Business Satisfaction?

22%

Project Delivery & Capacity

20%

Relationships

16%

Innovation

14%

Applications

14%

Infrastructure

8%

Policies

Values represent the percent of the R2 value that each category accounts for in a multiple linear regression model

Page 9: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Analyzing BUSINESS SATISFACTION

Core IT Services

Relationship Satisfaction

Resource Constraints and IT Dependency

Use of Shadow IT

Overall Satisfaction with and Value from IT

Built from 43,000 Business Leaders

Page 10: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Service Importance Satisfaction Range

Service Desk 2 79% 48% - 95%

Network Infrastructure 1 75% 45% - 91%

Devices 5 75% 56% - 92%

Work Orders 8 75% 45% - 93%

Business Applications 3 72% 41% - 90%

Data Reliability 4 72% 47% - 89%

IT Policies 11 71% 43% - 91%

Projects 10 71% 40% - 91%

Requirements Gathering 12 69% 43% - 94%

Analytical Capability 6 67% 42% - 86%

Customer Facing Tech 7 66% 47% - 83%

Innovation Leadership 9 66% 39% - 93%

Levels of IT Performance vary significantly

Relationships Satisfaction

Satisfaction

74%

Net IT Support Score: Satisfaction Percentage

+30%

Net IT Support Score: Value Percentage

-2%

Value

72%

Needs 71%

Execution 71%

Communication 70%

Page 11: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

BusinessLeaders misjudge which services really matter to them

DATA DRIVEN INSIGHT

Info-Tech Business Vision SurveyN = 21,367

Data needs to be good, but truly spectacular data may go unnoticed.

Investing in state-of-the-art devices won’t significantly bolster satisfaction.

Achieve fast turnaround on work requests.

Ensure projects deliver value, remain on budget, and finish on time.

Overrated Services

Underrated Services

Rethink your priorities; invest in services with the highest return on IT satisfaction.

Projects, work orders, and innovation leadership drive IT satisfaction.

Network Infrastructure

Service Desk

Business Applications

Data Quality

Devices

Analytical Capability

Client-Facing Technology

Work Orders

Innovation Leadership

Projects

IT Policies

Requirements Gathering

Projects

Work Orders

Innovation Leadership

Business Applications

Requirements Gathering

Service Desk

Client-Facing Technology

Network Infrastructure

Analytical Capability

Data Quality

IT Policies

Devices

11

10

12

1

2

4

5

8

9

7

6

3

Reported Importance Actual Importance

11

10

12

1

2

4

5

8

9

7

6

3

Page 12: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Provide the Right Level of Core Service… but Focus on the Services that Drive Business Satisfaction

Ove

rall

IT S

atis

fact

ion

Satisfaction in Core IT Services

10

9

8

7

6

5

44 5 6 7 8 9 10

Projects Work Orders Innovation LeadershipBusiness Applications

Requirements GatheringService DeskClient Facing Technology Network Infrastructure

Analytical CapabilityData QualityDevices IT Policies

Establishing IT Value

IT Value Threshold

*Created Based on Correlation Coefficients

Page 13: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

The Formula for Business SatisfactionLinking Core Services and Happy Stakeholders

Details

𝒚 = 𝜷𝟎 + 𝜷𝟏𝒙𝟏 +𝜷𝟐𝒙𝟐 + 𝜷𝟑𝒙𝟑 +𝜷𝟒𝒙𝟒 + 𝜷𝟓𝒙𝟓 + 𝜺

0.48 ∙ Project Delivery0.22 ∙ Relationships0.12 ∙ Infrastructure 0.09 ∙ Applications 0.07 ∙ Innovation + ε

Overall Satisfaction with IT

++++

=

Page 14: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

How Well Does The Model Predict Satisfaction?

40%

50%

60%

70%

80%

90%

100%

40% 50% 60% 70% 80% 90% 100%

Act

ual

Ove

rall

Sati

sfac

tio

n w

ith

IT

Predicted Overall Satisfaction with IT from Equation

<1% 31.80%

1% to 1.9% 22.50%

2% to 2.9% 18.80%

3% to 3.9% 10.40%

4 to 4.9% 6.70%

5% to 9.9% 8.40%

10%+ 1.40%

90.2% of the of the predicted values were within ±5% of the actual satisfaction with IT.Accuracy

Page 15: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

A NEW PERSPECTIVE ON ITUsing data to help optimize IT performance

Page 16: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Three Very Difference PhilosophiesWhich will help you the best?

Balanced BillChief Information OfficerBlue Bus Co.

“Every IT process is an equally important part of a successful IT operation.”

Trendy TonyChief Information OfficerYellow Yukelele LLC

“An IT leader in 2016 needs to do three things to succeed: invest in cloud, increase capacity, and innovate.”

Indecisive IsabellaChief Information OfficerGreen Gardens Inc.

“I don’t know what my priorities will be. Depends what matters, and where we can make an impact.”

Page 17: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Which Approach is Best?What you try to improve matters. A lot.

“Every IT process is equally important.”

“Invest in infrastructure, increase capacity, and innovate.”

“I need to find out what matters, and where we can make an impact.”

Baseline Scores

Applications Project Mgmt. Infrastructure Innovation Relationships Standards Satisfaction

65%▲6

65%- 72%▲10 58%- 57%▲1 68%▲8 52%-

67%▲2 63%▲1 63%▲5 60%▲4 61%▲1 54%▲2

68%▲3 65%▲3 61%▲3 60%▲4 63%▲3 53%▲1

65% 62% 58% 56% 60% 52% 59%

69%▲10

63%▲4

Page 18: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

KEN PLATTCTO of Learning Resources

His SituationKen had a new CFO and had just come out of the recession of 2009 where his organization lost over 20% of their business. He needed to present what IT did, and didn’t have an effective way to show ITs value or how they were going to address new technology coming on the landscape (cloud, MDM, big data).

The TransformationBy leveraging data, ken embarked on an IT transformation and undertook major projects across service management, network upgrades, client facing technology and had incredible results.

Page 19: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA
Page 20: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA
Page 21: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Ken’s Progress was Steady

65.6%

73.0%

80.4%

87.7%

73.3%

83.8%

87.5%

65%

70%

75%

80%

85%

90%

2013 2014 2015 2016

Ove

rall

IT S

atis

fact

ion

Balanced Improvement Optimal Improvement Actual Satisfaction

Page 22: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

If Business Satisfaction is IT’s Key Metric…

Busi

ness

Sat

isfa

ctio

n

Unstable: StrugglesInability to Provide Reliable Business Services

< 60%

Firefighter: SupportsReliable Infrastructure of IT Service Desk

60-70%

Trusted Operator: OptimizesExecutive Fulfillment of Work Orders

70-80%

Business Partner: ExpandsExecutive Execution on Business Projects

80-90%

Innovator: TransformsReliable Technology Innovation

90-100%

Page 23: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Improvement will be driven by IT Capabilities

Page 24: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Your team will struggle with Importance & Effectiveness

Improve Process

Immediately

Evaluate Process

Maintain Process

Leverage Process

High ImportanceLow Effectiveness

Low ImportanceLow Effectiveness

Low ImportanceHigh Effectiveness

High ImportanceHigh Effectiveness

Page 25: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Strategic Projects

Discretionary Projects

Quick Wins

Time Sinks

Work Order Speed

Communication

Requirements Gathering

Service Desk

IT Innovation

Work Order ExecutionIT Execution of Requests

Needs Understanding

IT PoliciesDevices Data Quality

Analytical Capability

Networking Infrastructure

Business Applications

Client Facing Technology

IT Projects Meet Strategic ObjectivesIT Projects Meet Business Needs

Corr

elat

ion

with

Ove

rall

IT S

atis

fact

ion

Ease of Improving ProcessLow High

Low

Hig

hYour Data will Dictates What Matters

Applications

Project Mgmt

Infrastructure

Relationships

Innovation

IT Policies

Page 26: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Data allows you to define your needed capabilities and build action plans Example: Security

Step 1

Diagnose Security Issues

Despite all the security related headlines in the news over the past few years, 94% of companies have experienced data breaches due to being stuck in reactive mode for operations.

Step 2

Build Your Security Strategy

90% of companies are still in reactive mode when handling security issues. Elevate your security operations out of reactive “block and tackle” models and become a proactive juggernaut.

Step 3

Establish Mitigation Effectiveness Control

The IT landscape evolves every 3 years, and security controls become obsolete over time. Being able to measure mitigation effectiveness leads to security excellence.

Step 4

Develop your Risk Management ProgramCISOs and CIOs must understand how to assess risk. It’s easy to describe the value of risk management, but the question becomes how to manage the risk.

Step 5

Develop Your Incident Response CapabilitiesSecurity incidents are inevitable, but how they’re dealt with can make or break an organization. Poor incident response negatively impacts the Business in multiple ways.

Step 6

Adopt Human Centric Security DevelopmentThe #1 method of penetration by hackers is social engineering against humans. The best technology cannot prevent hackers with critical access information.

Step 7

Establish a Policy and Audit Framework

Many companies still use regulatory governance as their policy control rather than using their business’ DNA to create policy. Make policy work for you to enhance your company’s security.

Step 8

Select and Implement a GRC Solution

Get the big picture of roles and responsibilities, operations and compliance obligations – and be able to manage them within one solution.

Step 9

Optimize Your Budget

For years, security operations have been improperly seen as a cost center. Help your C-Suite and Board of Directors see the value of security operations.

Page 27: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Organizations that Measure Satisfaction Dramatically Outperform their Peers

N=430 organizations

74%

78%80%

84%

74% 73%73% 73%

70%

74%

78%

82%

86%

90%

2013 2014 2015 2016

Busi

ness

Sat

isfa

ctio

n w

ith IT

Measuring Business Satisfaction Not Measuring

*Data point includes members at year 2-4 to ensure n-count sufficiency

Page 28: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Manage stakeholders and invest in stakeholder management programs

3 ACTION ITEMS

Actively prioritize and measure Business

Satisfaction

Develop your IT staff into process owners

Page 29: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA
Page 30: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

THANK YOU

Questions?

Page 31: THE MONEYBALL CIO - NERCOMP · THE MONEYBALL CIO Learning the Science of IT Decision Making Presented by: Matt Mandich, Director Innovation & Strategy NERCOMP. BILLY BEANE JOHN CHAYKA

Follow Up Information:Jason Elie, Managing Director - [email protected]

Sierra Greco, Commercial Director - [email protected]