
AI transformation6 min read
The five levels of AI readiness — and why most companies are at level two
Before choosing a use case, know where your data, processes and people actually are.
Read more →What we learn while consulting, marketing, building and running events — written for people who have to decide.

Before choosing a use case, know where your data, processes and people actually are.
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Two design rules make AI assistants deployable in real operations: every answer has a source, every action has an approver.
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Most repetitive work is rule-shaped. Use a model only where documents or judgement vary.
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