Clear thinking for complex technology.

Practical notes to help you ask better questions, make considered decisions, and plan what comes next.

A practical first step for business AI

Start with a workflow and its real constraints, not a model shortlist.

A clear content structure and a small set of user journeys are a durable starting point.

Map the information and ownership between systems before settling on an integration approach.

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