The operating system for AI‑enabled ventures.

Finds proven business models and underserved markets. Decodes what already wins — offer, funnel, pricing, distribution — and maps where the conditions exist for it to win again.

Tests demand before major investment. Smoke offers, concierge runs, and paid signal tests against named thresholds — weak evidence is a decision, not a delay.

Builds SaaS, AI products, EdTech platforms, marketplaces, and digital products. The smallest product that proves transferred behavior — instrumented from day one.

Deploys AI agents, workflows, automation, and operational intelligence. One operator runs systems that used to need teams — judgment on fit, ethics, and kill calls stays human.

Builds acquisition, retention, analytics, conversion, and lifecycle systems. Loops over funnels, instrumentation before spend, compounding over campaigns.

Transforms validated products into operating businesses. Channel expansion where payback holds, operational architecture that survives growth, and the discipline to kill what stalls.