// ai transformation
Smart leaders are stuck on AI. I get their teams unstuck._
You've purchased the licenses. You've made the proclamations. You may even have an internal champion. Nothing has changed. I take a hands-on approach to showing your team what's possible and how.
Book a conversation →// the signal
74%
CEOs who fear losing their jobs over AI within 2 years
95%
AI pilots that fail to deliver ROI
80%+
Report NO productivity gains despite 70% using AI
42%
Abandoned majority of AI projects before production
The tools exist. The results don't. The gap is not access — it's knowing what to aim for.
// what you've already tried
The internal champion.
A senior PM or engineer gets tapped as the AI person. But they have a day job. The old way is easier and less risky. AI stays a side project. This is my only job.
The one-off training.
Everyone learns generic prompting tricks. Nobody goes back to work and knows what to do next. It doesn't stick because it's not connected to your actual processes. I work on your real data, your real sprint work, your real pipeline.
The status quo.
You feel the pressure. You bought the licenses. You keep talking about it. Nothing changes. There's no one showing your team what good looks like in the context of your actual business.
// what changes
Product teams operate on live intelligence.
Customer support signals, sales conversations, competitive moves, and usage analytics synthesized as fast as the data comes in. Not every six months when someone has time to do a research cycle. Fewer sprints wasted building the wrong thing.
Engineers build systems instead of grinding through tickets.
Routine work gets executed by agents. Engineers focus on architecture, strategy, and the decisions that actually require judgment. Output per engineer increases because the nature of the work changes, not just the speed.
When I leave, the systems are already running.
I embed with your team and work on your actual processes. The environment is set up. The workflows are built. Your team has done it, not just watched it. The capability is theirs.
// about
I've spent my career at the intersection of product, engineering, and strategy — consumer internet, fintech, Web3, enterprise SaaS. I know what high performance with these tools looks like. Not the LinkedIn version.
If you're a CEO or CPO at a tech company where the AI mandate landed but nothing's changed, let's talk about what's actually possible.
More about me →