AACF
Strategy & Value ยท STR-08

Strategy review cycle

The AI strategy is reviewed on a set cycle and whenever defined triggers occur, and each change is recorded with its reason.

Why it matters

A strategy written for one state of the technology and the rules will be wrong within a year or two. A fixed cycle keeps it current, defined triggers catch changes that cannot wait, and a change record lets people see why direction shifted.

Levels
0 AbsentConfirmed absent: the evidence shows nothing is in place. Not known is recorded as insufficient evidence, not 0.
1 InitialThe strategy is not reviewed once written, or is rewritten only when leadership changes.
2 DevelopingReviews happen, but irregularly, without defined triggers, or without a record of what changed and why.
3 DefinedThe AI strategy is reviewed by its owner on a set cycle and when defined triggers occur, and each change is recorded with its reason.
4 ManagedReviews draw on measured evidence such as value achieved, risk and incident trends and horizon scanning, and actions from each review are tracked to completion.
5 OptimisingThe review cycle and triggers are themselves adjusted from experience, so the strategy is updated at the pace the organisation needs.
Level 3 criteria

Level 3 is met when every applicable criterion is met. Criteria marked with an overlay apply only to organisations with that characteristic (overlays).

  1. STR-08.1 The AI strategy has a set review cycle.
  2. STR-08.2 Defined triggers, such as major regulatory, technology or organisational change, prompt a review outside the cycle.
  3. STR-08.3 Each review is carried out by the strategy's owner.
  4. STR-08.4 Changes to the strategy are recorded with their reasons.
Assessment questions
  • When was the AI strategy last reviewed, and when is the next review due?
  • What events would cause an unscheduled review?
  • What changed at the last review, and why?
Evidence an assessor would expect
  • Strategy version history or change log, with reasons
  • Papers and minutes from the most recent review
How to reach Level 3
  1. Set a review cycle for the AI strategy, such as yearly, aligned to business planning.
  2. Define the triggers that require a review outside the cycle, such as major regulatory, technology or organisational change, and link them to horizon scanning (STR-05).
  3. Make the strategy owner responsible for carrying out each review and reporting the result to leadership.
  4. Keep a change log that records each change to the strategy with its reason and date.

Common pitfalls

  • Setting triggers that nobody watches for, so only the yearly review ever happens.
  • Changing the strategy without recording why, so later readers cannot follow its history.

Starter artefacts

  • Strategy review schedule and trigger list
  • Strategy change log
Ownership and sequence
Accountable
executive sponsor
Contributors
ai governance lead
Depends on
STR-01, STR-05
Roadmap step
3
Lifecycle
strategy
Cross-references
ISO/IEC 420016.3 partial
MITRE AI Maturity ModelP2.1 partial
UNESCO AI Maturity Framework1.1 partial; 1.3 partial

direct: this control at Level 3 meets the item. partial: it covers part of it.