Every project is a piece of infrastructure. I'm not interested in what's trending — I'm interested in what compounds. Businesses, tools, relationships, skill. The things that get better with time.
Most businesses are stuck between AI hype and actual implementation. I build the bridge — controlled systems where AI does real work under real constraints.
Classification, routing, extraction, summarization — the fuzzy work between your systems that rules alone can't handle.
Internal knowledge bases, SOPs, and operational docs built from approved sources with traceability and human review gates.
Journey mapping, friction audits, and AI-assisted touchpoints — from first contact through retention. Data-informed, not assumption-driven.
AI embedded in real workflows with logging, approvals, failure modes, and kill switches. Production-grade, not prototype-grade.
Use deterministic tools for the plumbing. Use AI where the inputs are fuzzy, the rules are incomplete, or the work is language-heavy. Require human approval for anything irreversible.
Building businesses and systems designed to last. Strategy through execution — not one or the other.
The non-negotiable center. Everything else is shaped around this.
The ocean teaches patience, humility, and how to read what's coming before it arrives.
Scope. Architect. Orchestrate. Deliver. I general-contract digital work from strategy to ship.
I build alongside people. Shared risk, shared upside. No ivory tower consulting.
The current keeps moving.