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Whitepaper16 pages

The First Ninety Days

A practical guide to governing a data estate that already exists, so the rules enable the work instead of blocking it. One question to settle before any work starts. Four practices that follow from it. What can safely wait, and why deferring it is the point.

Most data governance programmes start with a framework. The framework produces policies. The policies produce committees. Eighteen months later, the data team is spending most of its time in governance meetings and the quality of the data has not materially improved.

This whitepaper takes a different approach: one question to settle before any governance work starts, four practices that follow from it, and an honest view of what to defer in the first ninety days - and why deferring it is not a shortcut but the point.

85%
of AI projects fail
Gartner
3
trust-killers in every engagement
7
blocks with every AI output

Good governance enables the work. Most governance blocks it.

The one question that everything else follows from

Before a governance programme defines policies, catalogues, or stewardship roles, one question needs a clear answer. The whitepaper names that question and explains why getting it wrong is the reason most governance initiatives produce bureaucracy rather than better data.

Four practices - and what to leave until later

The four practices in this whitepaper are chosen because they deliver value in the first ninety days and create the conditions for more ambitious governance later. What to defer - and why deferring is not a failure of ambition - is as important as what to do first.

What the whitepaper covers

  • The single question to answer before any data governance work begins
  • Four governance practices that deliver value in the first ninety days
  • What to leave until later - and why deferring is the right call
  • How to structure governance so it enables the data team rather than slowing it down
  • A practical approach for organisations with an existing data estate they need to govern

Who this is for

Data leads, CDOs, and senior analytics professionals starting or restarting a data governance programme who want a pragmatic entry point rather than a comprehensive framework.

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