An AI readiness rubric for mid-size organizations

Most AI readiness assessments are either vendor marketing or academic abstraction.

This research note offers a practical rubric for mid-size organizations: five dimensions — data, talent, governance, workflow, and culture — each scored against realistic adoption stages from 'exploring' to 'embedded'.

Use it to locate where you actually are, not where a roadmap says you should be.