Return on Data : Fact-Driven MDM
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Transcript of Return on Data : Fact-Driven MDM
Return on Data:
An Approach to Enterprise Data Management By James Lapalme
1 © Copyright 2011 James Lapalme 2011-10-01
EDM : Tool not an Objectif
© Copyright 2011 James Lapalme 2
Tool Objectif
?
2011-10-01
Increasing « Return on Data »
Higher Return on Data
Lower Operational
Risk
Increased Opportunity Utilisation
Lower Operational
Costs
3 © Copyright 2011 James Lapalme 2011-10-01
Areas of Improvement
Agility& Transparency
Shared Meaning& Alignment
Consumption Rationalization
Process Improment
Data Management Maturity
Ret
urn
on
Dat
a
4 © Copyright 2011 James Lapalme
Areas of Improvement
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Were to Invest ?
Agility & Transparency
• Data Lineage
• Event Lineage
• Integration Design
Shared Meaning & Alignment
• Shared Semantic Models
• Shared Expectations
Consumption Rationalization
• Monitoring
• Control
• Supply Management
Process Improvement
• Process Streamlining
• Work Redesign
Return on Data
5 © Copyright 2011 James Lapalme 2011-10-01
Fact-Driven Data Management
Mesure • Impact on PnL
• Impact on VaR
• Process Variation
Assess • Ishikawa (Fishbone)
• 5 Whys
• Root Cause Analysis
Identify & Plan • Agility & Transparency
• Rationalization
• Process Improvement
• Shared Meaning
Execute • Iteratively Delivery
• Rapid Delivery
6 © Copyright 2011 James Lapalme 2011-10-01
Change is Not Free
Efficiency (Doing things right)
Effectiveness (Doing the right things)
Culture (Determining what is
right)
© Copyright 2011 James Lapalme 7
Low resistance but superficial an temporary change
High resistance but deep sustainable change
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Indirect Cost of Poor Quality is High
Quantitative
Qualitative
8 © Copyright 2011 James Lapalme
PnL
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5 Steps Process
Quality Assessment
Cause Assessment
Strategy & Solution Design
Portfolio Planning
Execution
1. 5 subject sampling 2. Quality Audit 3. Variation Analysis 4. Impact Analysis
1.Ishakawa 2. 5 Whys 3. RCA
1. Area Exploration 2.Solutioning 3.ROI Analysis 4.Target definition
1. Backlog creation 2. Prioritzation 3. Funding
1. Sprint Deliveries
9 © Copyright 2011 James Lapalme 2011-10-01