LaunchPT — Global AI Advisory for StartupsGlobal AI Advisory
Make confidence visible
I help teams worldwide ship faster—without regret—by designing testability, observability, and evaluation into AI architecture from day one.Serving startups across US, Canada, EU, and UK.
Three Pillars
Elegance and mastery with comfort in complexity and emergence
Build to Explore
Engineer for learning loops, not just delivery. Design systems that surface insights and adapt as you discover what matters.
Evaluation as Product
Build evaluation into the architecture, not bolted on after. Make emergent behavior visible and explainable from day one.
Confidence Visible
Make risks legible and progress measurable. Ship aggressively by understanding exactly what your system is doing.
Trusted by teams in fintech, healthtech, and complex SaaS across US, Canada, EU, and UK
"Working with Martin and LaunchPT was game-changing. He guided our AI strategy from the ground up—helping us architect a platform where AI isn't just a feature, it's the foundation. Martin's insight into data structuring, agent orchestration, and model integration ensured we can adopt the latest AI models seamlessly without heavy refactoring. His technical depth and practical direction gave us long-term flexibility, faster iteration, and a smarter product roadmap."