Use-case clarity
Whether AI is aimed at concrete workflows rather than vague productivity goals.
Free AI Readiness Assessment
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Assessment dimensions
Whether AI is aimed at concrete workflows rather than vague productivity goals.
Where AI can support research, drafting, review, communication, documentation, and QA.
Whether standards exist for usage, review, privacy, escalation, and accountability.
How prepared the team is to use AI consistently, safely, and productively.
Low readiness: AI curiosity without clear use cases, review standards, or workflow ownership.
Moderate readiness: Defined workflows and early usage, but limited governance or team training.
High readiness: Prioritized use cases, repeatable systems, documented controls, and accountable owners.
Next step