AI-native product executive

I built products for a billion people. Now I build the AI systems, not just the roadmap.

Built and proven in production. I help companies rebuild how they build and decide around AI. Not drawn up in a deck.

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CONCIERGE live on this site
How would you actually change how my org operates around AI?
Start with the workflow, not the tools. I map where decisions happen, rebuild one core loop in production, then expand access as it earns trust. Want the three-step version?
Two ways I work with a company
① Lead your product

I take the product seat and run it. Permanent, interim, or fractional. Direction, ownership, and cadence, back on track. For the right company, full-time.

② Install the operating model

I rebuild how your team operates around AI, then hand it back running, with two or three of your own people trained to own it.

1B+
users served across platforms
$7.5B+
product portfolio owned
20+ yrs
product, engineering & operating leadership
5–500+
person orgs led · small teams to a $3B P&L GM seat
Clients include OWOW.ai Globalization Partners EDB + more

AI made you faster. It hasn't made your team faster.

Most teams point AI at the same workflow and get faster meetings and the same product. The ones that rebuild the workflow get a different company.

I did that rebuild on my own operating loops first. Custom agents built from scratch, access earned over time, real systems in production. That is what I bring to a leadership team.

See how the work runs →
Built and run, not theorized

Plenty of people can build a tool now. I built the system underneath it: the memory, the trust it earns over time, the agent team that runs while I'm away. That's the part that compounds.

My AI operating system

Far more than a chatbot. Tiered memory, a library of custom skills, and multi-agent teams under progressive trust, running across every device and working in the background when I'm away. I'm not using AI. I'm running it.

An AI concierge platform

Chatlet, a multi-tenant platform I built for spinning up branded AI concierges. Deployed and iterated in public, already live for real brands.

Chatlet ↗
Agent teams, orchestrated

Vetting and builder agent teams that plan, build, and check each other's work, with me orchestrating.

Recent Articles

All writing →
A Working Guide to Product Discovery in the AI EraBuilding got cheap. Judgment didn't. AI removed the governor, not the constraint.essay → Your AI Doesn't Know What Your Team Wouldn't ShipEvery company runs on judgment nobody wrote down: what your team wouldn't ship, what good means here. Your moat, and your blind spot.essay → AI Didn't Unlock Everyone. It Specifically Unlocked Product Managers.There's a specific profile of person AI unlocks. Not the programmer. Not the non-technical person. The one in between.essay →

Filling a product seat, or rebuilding how your team works around AI?

Discuss your situation