Workshops
A hands-on half day with your team: operating an agent factory, evals from zero, KPIs that drive behavior, or one shared vocabulary across your leadership. Your team leaves with something working.
services
Practical help for AI and infrastructure work.
I work with founders, CTOs, product leaders, and investors when the question is technical enough that a deck will not settle it.
Research Plan
A hosted plan for the question you're actually trying to answer — what to learn, from whom, in what order, and what would change your mind. Your team marks progress against it and interrogates it with an agent.
Research Program
The plan, and I run it. Six interviews with people who can answer the question, then the insight analysis: what the market said, where it contradicts your roadmap, and what to do about that.
Search & Retrieval POV
A proof of value on your own corpus. Evals first, so "better" is a number you can defend, then hybrid, reranking, chunking, and the vector database call, argued from your data. You keep the eval set and the system.
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Fractional CTO
I run a factory on your codebase. Agents do the volume, I own the review gate. Around that: architecture, vendor selection, hiring judgment, and delivery rhythm.
Hourly
Data engineering, ML, and strategy work billed by the hour — for a bounded problem, a second opinion, or ad-hoc help when you don't need a standing engagement.
// the factory behind the work
Hire me for the decision and the delivery.
Bring me a search problem, an AI product question, or a prototype that needs an operating plan. I can investigate the tradeoffs, build and evaluate the system, or help your team take ownership.
My in-house factory carries context between agents, automates repeatable work, and runs checks against the result. That leaves me responsible for architecture, evaluation, review, and what ships. Scope and acceptance criteria come from your problem; I agree them with you before building.
// no decks
Every proposal ships an agent.
I don't pitch with a slide deck. When we talk about working together, you get an agent that has read your context and the work I'm proposing and answers your team in my voice — so you can interrogate the plan before you commit. Engagements keep theirs, fed by everything we produce.
// how engagements work
Small, direct, technical.
The work usually starts with a concrete operating question: should we build this, buy it, fund it, ship it, scale it, or kill it? From there I work backwards into architecture, prototypes, product strategy, team shape, and the decision artifact you actually need.
Most engagements are measured in days or weeks, not quarters. I can operate as an advisor, builder, reviewer, workshop lead, or temporary technical executive depending on what the situation needs.
Everything is priced from a standard rate card — half-day workshops, hosted research, fixed-fee proofs of value, monthly retainers, and hourly work. Book a time and I'll send it over.