Why a structured approach matters

AI readiness advice is often vague or tool-led. Automated scores can identify symptoms without explaining business impact, context or the right fix.

How we apply the method in practice

We group evidence across access, structure, entities, content, authority, answer visibility, user trust, privacy, governance and measurement. Each finding includes evidence, consequence, priority and recommended action.

What this approach should produce

A strong method makes findings explainable, repeatable and useful beyond a single report.

01Consistent assessment across every client

Questions to ask any AI audit provider

The provider should be able to answer these questions clearly and show the evidence behind the work.

What does each score actually mean?