Product Labs Consulting

The product operator your AI strategy is missing.

I helped a Series B SaaS team ship ~40% faster, with ~25% fewer defects. I'm taking on 2–3 new engagements this quarter.

What I do

Three ways to work together.

Fractional AI Product Lead Retainer

I own your roadmap, run customer discovery, write the specs, and unblock your team week after week. For Series A and B founders still acting as their own PM.

Starts at $12K/month

AI Strategy & Audit Sprint

A 3 to 4 week diagnostic that ends with a clear AI product direction and the next 90 days of bets, fixed scope, fixed price, board-ready output.

$15K–$20K fixed

AI Product Advisory Retainer

Monthly strategic access for teams with a working PM who need senior AI pattern-matching, not embedded execution. Two working sessions plus async review.

Starts at $4K/month

Already have a product leader? Advisory tier gives you a senior AI partner alongside them, not in their seat.

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~40% faster release velocity. ~25% quality improvement. Series B SaaS.

Approximate figures from a single Series B engagement. Measurement methodology available on request.

I'm Nate. I run product, not slide decks.

I ship AI-native product. I don't advise on it.

Get in touch

Talk to me directly.

Prefer written feedback on what you're building? Send it here. I'll get back to you within one business day.

What you’re after