AI Product Design Lab

Short explorations in designing AI products people can direct, preview, recover from, and rely on when the system needs to do something useful.

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Intent shaping

Help users turn a blank prompt into a clearer, more directed start.

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Simulation before AI action

Show likely consequences before AI takes action or makes changes.

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Recoverable workflows

Make AI output easier to fix, branch, and recover when it drifts.

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Signal detection

Use AI to surface emerging issues, patterns, and opportunities earlier.

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