Writing

Notes on AI product design, fintech UX, complex workflows, and design leadership.

A useful result needsContext.
Control.
Recovery.An illustration of the method, not client work.

Why capable AI products still lose user trust

Useful AI results still need context, clear limits, and user control. Five questions to guide the interface.

May 1, 2026 · 3 min read

Describe your product, the work you need help with, and your timing.

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