Five defined maturity levels, each with a named problem, a concrete solution, and measurable KPIs. Identify where your organization sits today and what the next level requires.
Each level describes where capability gaps live, what interventions close them, and which KPIs signal you've crossed the threshold.
Initial exploratory stage with fragmented data and no governance standardization.
Early governance patterns established; pilot projects delivering value.
Central platform services enable governed scaling across business units.
AI integrated into core KPIs; governance & value realization loops mature.
Self-improving AI operating model with autonomous feedback and governance evolution.