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Maturity Assessment

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Purpose. A structured baseline of how capable your governance actually is today, across the dimensions that matter, so you can prioritise honestly and show movement over time.

When to use it. At programme start, then every six to twelve months. Also useful immediately after an incident, when appetite for investment is briefly high.

How to use it. Score each dimension 0–4 against the descriptors, evidencing every score with something you could show an auditor. Score what is true, not what is intended — an optimistic baseline destroys the credibility of every later improvement you report.


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The template

Maturity levels

Level Name Description
0 Absent Nothing in place.
1 Initial Ad hoc, individual effort, undocumented.
2 Developing Documented but inconsistently applied.
3 Defined Standardised, applied consistently, evidenced.
4 Managed Measured, reviewed, and improved on evidence.

Assessment

Score each dimension. Record evidence — a score without evidence is an opinion.

# Dimension Score (0–4) Evidence Target Owner
1 Governance mandate & sponsorship
2 Committee & decision rights
3 Roles & accountability (RACI)
4 Policy & standards coverage
5 Data ownership & domains
6 Data quality management
7 Data classification & handling
8 AI inventory & classification
9 AI risk assessment process
10 Model documentation
11 Human oversight design
12 Third-party / vendor AI risk
13 Incident management
14 Control library & assurance
15 Board reporting
16 AI literacy & training
17 Regulatory readiness (EU AI Act)

Interpreting the result

Average Posture What to do next
0.0–1.0 Early Establish mandate, inventory, and prohibited-practice screening before anything else.
1.1–2.0 Developing Close policy and documentation gaps; stand up the committee properly.
2.1–3.0 Established Shift from writing documents to evidencing that controls operate.
3.1–4.0 Advanced Focus on measurement, independent assurance, and continuous improvement.

Heat map

Plot dimension against score to show the board where the thin ice is. The pattern usually matters more than the average: a 3.5 average hiding a 0 on inventory is worse than a flat 2.

Re-assessment

Date Average Movement Notes
[date] Baseline

Adaptation notes

  • Small organisations: Drop dimensions 14 and 15 if you have no formal assurance function or board, and score the remaining 15. Do not score dimensions you have no realistic path to improving.
  • Regulated sectors: Add dimensions for model validation independence and regulatory reporting accuracy, and align the level descriptors with your supervisor's own maturity language where one exists.
  • Using this with the assessment tool: The role-based assessment scores obligation coverage; this scores organisational capability. They answer different questions — run both, and expect capability to lag coverage.

Not legal advice

These templates are a head start, not a substitute for professional judgement. Adapt them to your jurisdiction, sector, and risk appetite, and have qualified counsel review anything material before you rely on it.