Where AI fits best in a business workflow
How to identify repeatable steps where AI assistance can add value without removing human oversight.
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Resources
Ideas for building with AI.
Practical notes on workflows, automation, knowledge systems, and responsible AI adoption.
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From scattered tasks to repeatable systems
A simple framework for mapping inputs, decisions, actions, and owners.
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Designing AI features people can trust
Why clear outputs, review steps, and useful context matter when adding AI to software.