MUSYG · AI ADOPTION

Methods and protocols

Maturity model

Maturity is measured neither by the number of models in use nor by the degree of autonomy.

Level State Expected evidence
M0 — Informal Uninventoried individual use No reliable control
M1 — Visible Usage rules, register, and owners Inventory, basic training, prohibited-data rules
M2 — Measured Prioritized cases and reproducible evaluations Baselines, thresholds, pilot reports
M3 — Governed Portfolio, common architecture, and risk management Gates, responsibilities, suppliers, incidents
M4 — Adaptive Monitoring, reassessment, and controlled retirement Trends, exercises, audits, and lifecycle decisions

Progression rule

An organization progresses only when evidence from the previous level exists for the scope concerned. It may be M3 in one department and M0 in another; an overall score must not hide those gaps.

Next action by level

  • M0 → M1: inventory real use and publish simple data rules.
  • M1 → M2: select a measurable case and build evaluations before the prototype.
  • M2 → M3: establish gates, a supplier register, and a shared security foundation.
  • M3 → M4: automate controls, exercise incident response, and institutionalize retirement.

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Source and history · GitHub