Claudette story

Lynn Choa Built Search, Insight, and Influence Agents With Claude Cowork

A real build from AI Native Circle by Lynn Choa, an operations leader applying AI to career clarity and high-stakes preparation.

Lynn Choa presenting her Claude Cowork AI at work system

The problem

Lynn was working through a career pivot and needed a clearer way to translate deep operations experience into a new context. The challenge was not effort. It was clarity.

She needed sharper role context, stronger preparation, and a way to see which opportunities matched her actual strengths and direction.

"Clarity changes how we show up."

What Lynn built

Lynn used Claude Cowork to build three AI agents: a Career Intelligence Agent, an Industry Research Agent, and a Boardroom Coach Simulator.

The Career Intelligence Agent creates a weekly job search report, scores roles from 1 to 10, flags older listings, highlights top picks, includes market intelligence, and recommends next actions. The Industry Research Agent sends weekly SAF Asia-Pacific intelligence digests. The Boardroom Coach Simulator helps her practise for interviews and produces detailed session debriefs.

Before and after

Before: unclear transferable skills, limited industry context, and effort without enough signal about where to focus.

After: clearer roles and industries to prioritise, better context for informed conversations, and stronger presence in high-stakes situations.

Why it matters

Lynn’s build shows how AI can become a career operating system. It does not replace judgment. It helps organise the information, practise the conversations, and make decisions with more confidence.

For Claudettes navigating a professional transition, this is a powerful pattern: use Claude to turn uncertainty into a repeatable system for search, insight, and influence.

Watch Lynn's walkthrough

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View Original Build

Spotlight on Lynn Choa. Build originally published by AI Native Circle.