Phases vs. Maturity Levels
A map that separates implementation phases from capability maturity levels in AI engineering adoption.
Phases describe rollout sequence. Maturity levels describe capability state. Confusing the two leads to premature autonomy: teams move to later phases because a roadmap says so, not because the repository, governance, and review loops can support it.