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Data & AI readiness checklist

Find out whether your data is ready for better reporting and AI.

Answer 15 quick questions to see your Data & AI stage, your top three constraints and what to fix next, before you commit to a project.

  • See where reporting can't be trusted yet
  • Find the gaps in ownership and definitions
  • Check whether access and governance are ready for AI

The free Data & AI roadmap self-assessment

About five minutes. Add your work email at the end and your result shows straight away.

Start the self-assessment

For leaders responsible for reporting, data or AI decisions.

Reporting
AI readiness

Six checks for a safer starting point

Self-assessment

Your Data & AI roadmap self-assessment

Fifteen questions across five areas: data sources, reporting, trust and governance, security and access, and AI use. Choose the answer closest to how things work today.

Step 1 of 6 · 0 of 15 answered

Data sources

Where does the data for your key reports come from?
How long does it take to answer a question that crosses two systems, such as profit by customer?
When a system changes or a new one is added, what happens to reporting?

What it covers

What the self-assessment checks

Reporting reliability

Whether your numbers are trusted, timely and consistent across teams.

Data ownership

Whether it's clear who owns which data and definitions.

System integration

How well your business systems connect, or don't.

Identity & access

Whether access is controlled and appropriate across the estate.

Governance

Whether data is defined, owned and checked before it's used.

AI readiness

Whether your data foundation can safely support AI and Copilot.

Who it's for

  • COOs, CFOs, CIOs and IT leaders weighing a data or AI investment
  • Heads of Data, Analytics or BI scoping the next step
  • Transformation and innovation leaders assessing readiness

When you're ready

Prefer to talk it through?

A free 30-minute Data & AI consultation turns your readiness picture into a clear recommended next step.

Book a free 30-minute Data & AI consultation

You leave with a clear next step, not a proposal to sign.

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