Enterprise Analytics Model – tactical steps

September 5, 2013 — Leave a comment

Share things that can (must) be shared

  • Specialized Talent
  • Infrastructure
  • Some datasets
  • Tools

 

Focus services to deliver on demand

  • Domain knowledge
  • Data and systems expertise
  • Capacity for high demand customers

 

Standardize things that will help deliver consistent quality

  • Methodology
  • Project Practices
  • Role Descriptions

 

Give synergy to the effort

  • Complimentary skills and knowledge
  • Knowledge sharing and imagination
  • Contrarian viewpoints

 

Control Risks Formally

  • Skills definition
  • Independent Quality Review of the models and interim work products
  • Checks on conflict of interests and influence
  • Management accountability (project level)
  • Sign-off and approval process
  • Ethical Standards

 

Develop Enterprise Assets

  • Reusable datasets
  • Documented models

 

An Enterprise Identity and Voice

  • Organizational voice
  • A place for people with unique skills to belong
  • Promote identity, value and scope of the work
  • Tell the story to the enterprise

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