I design where human and AI negotiate trust, autonomy and control

Senior Staff Product Designer building AI-Native experiences at Intuit.

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AI-Native Expert Platform

Designing the Platform for Human + AI Expert Work

THESIS

AI prepares ahead of the human.

The human decides what matters.

Designing human oversight at scale

THESIS

When AI handles the conversation by default, the design problem is no longer the reply.

It is oversight, intervention, and accountability.

Ambient context is the binding constraint

THESIS

Ambient context is what turns a capable model into a useful one.

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