A Six-Dimension, Six-Level Framework for Scoring Your Organization's GenAI Maturity
kashifmanzoor · x · 2026-09-20
The author introduces an open Generative AI Maturity Framework for scoring how ready an organization is to adopt, govern, and scale AI.
- Six dimensions: Strategy & Leadership, Data & Infrastructure, Use Cases & Applications, Talent & Culture, Governance & Risk, plus a cross-cutting theme on LLM Evaluation & Assurance.
- Six maturity levels: Aware → Exploring → Operational → Integrated → Autonomous → Transformative, with a rubric describing typical traits at each cell — e.g., L1 is "interest without commitment" while L6 means "AI defines the operating model."
- Standards alignment: the governance dimension maps to NIST AI RMF, ISO 42001, and EU AI Act tiers.
A companion site expands each dimension, aimed at leaders benchmarking where they stand and what to do next.
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