Governance Guide
AI Maturity Benchmark for Enterprise AI Programs
Maturity benchmarking requires pillar scoring and gap prioritization. This framework defines a benchmark workflow with improvement roadmaps.
Implementation Steps
- Score current maturity across 8 pillars: strategy, data, technology, talent, governance, operations, risk, value.
- Calculate maturity gap against target stage for each pillar.
- Prioritize improvement actions by gap severity and business impact.
- Set quarterly maturity improvement targets with owner assignment.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion