Applied AI · Product · Engineering
Refit the business you already have.
Refit AI builds AI into companies that already work: agents that do the work inside your tools, with a person approving anything that matters.
01 · Work we've led
- 1M → 28Mmonthly readers after a platform rebuildCoinDesk
- 10×latency gains on live market data and trading systemsTwo Sigma
- 1 → 25person product and engineering orgCoinDesk
- 3M&A transactions, buy-side and sell-sideEarlier roles
- ~90%less time spent on invoicing, after an AI automationConstruction client
- 50+engineers led across 6 teamsQineqt
Most companies don't need an AI strategy. They need one process that runs itself.
02 · Services
Senior-led across the whole stack: strategy, product, and the code. The person who scopes your project leads it.
- 01
Build
Apps and AI systems taken from prototype to production.
- LLM applications and agent workflows
- Retrieval, vector search, and evals
- Web and mobile front ends
- Data pipelines and APIs
- A senior builder on your team for a fixed stretch
- 02
Lead
Fractional CTO or CPO for companies between their first product and their first platform.
- Roadmap and architecture
- Hiring and team design
- Operating rhythm for product and engineering
- 03
Advise
Senior judgment on one question or one decision.
- Paid working sessions on a single question
- Build-or-buy reviews and technical due diligence
- AI opportunity assessments
- 04
Enable
Coaching and training so your leaders and teams use AI well.
- One-on-one AI coaching for executives
- Workshops for leadership teams
- Team enablement programs
03 · How work starts
- 01
A 30-minute call
You describe the problem. We tell you whether it's the right fit.
- 02
A written scope
What gets built, what done means, and what it costs, on one page, before any invoice.
- 03
Work in the open
Weekly demos of running software, not status decks. You own the code and the docs.