The method
Traditional venture building creates silos between strategy, product, and fundraising. We compress them into a single, continuous flywheel.
01
Identify the market wedge, the moat, and the structural advantage before a single line of code is written.
02
Rapid, defensible build. Scalable foundations, privacy-first data design, AI-ready from day one.
03
The story that closes rooms. Built alongside the product, not after it.
04
IP filed, data locked, competitive barriers engineered into the architecture.
05
A clear path to revenue and acquisition-readiness before the raise.
What we look for
Regulated industries. Entrenched incumbents. Markets where the moat is structural and the first-mover advantage is real. If friction is the barrier to entry, that's exactly where we want to be.
We look for situations where legacy players are panicking to adopt AI they don't understand and where our structural advantage is impossible to replicate quickly.
Proprietary data or domain access
Regulatory relationships, industry datasets, access that took years to earn.
A complex or regulated problem
Friction is a feature. The harder the market is to break into, the better.
Technology or IP worth protecting
A patentable method, a defensible dataset, a novel approach that creates structural advantage.
Skin in the game
Real commitment from the founding team. We move fast and we move together.
Who we are
Founding Managing Partner
Moat + Profit Architecture
Architect of market advantage. Translates nascent ideas into compelling, investable opportunities, defining positioning, defensible market wedges, and strategic moat. Designs go-to-market strategy, pricing narrative, and the investor story.
Converts complex market signals into decision-grade roadmaps that unlock capital and accelerate distribution.
Trained in statistics, quantitative and qualitative research, pedagogy, and psychometrics at Oxford University, University of Hong Kong, Columbia University, and Stuyvesant High School. Led the first Chinese educational IP licensed by Mattel. Engineered Y2K systems for the Bank of New York and Bank of Japan.
Founding Managing Partner
Product + Systems Architecture
The tangible proof-maker. Engineers defensible core products with scalable foundations, privacy-first data design, and AI-ready system scaffolding. Translates strategic thesis into a shippable product trajectory grounded in patent defensibility, not speculation.
Builds the working prototypes that validate assumptions and de-risk development before a raise is even considered.
Created the opt-in email marketing industry. Holds the patent for Double Opt-in (US 6167435). Testified before the FTC to help pass the CAN-SPAM Act, establishing consent-based marketing frameworks now federal law worldwide. Took his company public without venture capital.
We respond to every serious inquiry. If your market is messy, regulated, or hasn't been touched by automation yet, that's the conversation we want.