We don't sell deliverables; we sell outcomes. Every engagement is staffed by senior operators and ends in working software, a written hand-off, or a thesis we can defend.
[01] · service
AI Strategy
Where to bet, where to wait, what to ignore.
you walk away withA defensible thesis your CFO will sign.
A short, opinionated engagement that ends in a roadmap your CFO will sign. We interview your team, audit your stack, run an evals workshop, and deliver a written thesis on what to build, what to buy, what to kill.
// deliverables
→ Capability audit
→ Build/buy/kill matrix
→ Evals harness v0
→ 12-month roadmap
→ Hiring plan
// best for
Series A–C teams who suspect they should be doing more with AI but cannot name the shape of it.
[02] · service
AI / Software Engineering
Production code. The plumbing and the magic.
you walk away withA system your team can own on day one of hand-off.
Full-stack squads who embed inside your team, write production code on day one, and leave behind a system your engineers can own. We build the product surface and the AI infrastructure underneath - the RAG, the evals, the agent runtime, the observability, the on-prem deployment. No agencies, no offshoring, no lingering past the value cliff.
// deliverables
→ Product features & internal platforms
→ Retrieval pipelines & agent runtime
→ Eval harness + dashboards
→ On-prem inference & cost budgets
→ Hand-off runbook & training
// best for
Teams with a working prototype - or none at all - who need senior velocity for a defined window without permanent headcount.
[03] · service
Lectures & Workshops
Calibrate your team. Two days, no slides about hype.
you walk away withA team that can argue about AI without flinching.
Tailored sessions for R&D teams, executive offsites, and boards. We teach what is real, what is one paper away, and what is marketing. Hands-on labs for engineers; sharp, opinionated briefings for C-levels. Every session ends with a written takeaway your team can act on the next morning.
// deliverables
→ Custom curriculum from your stack
→ Hands-on labs (engineers)
→ Executive briefings (C-suite)
→ Live evals on your own data
→ Written takeaway memo
// best for
R&D leaders, CTOs, and boards who need their organisation to share a vocabulary before the next planning cycle.
[04] · service
Research
Applied research with frontier teams.
you walk away withA thesis we are willing to defend in public.
We take research engagements with labs, universities and frontier-model companies. The work occasionally produces a paper, sometimes a prototype, and rarely a product - but always a thesis we are willing to defend in public.
// deliverables
→ Literature review
→ Reproductions & extensions
→ Prototype + writeup
→ Joint authorship (where appropriate)
// best for
Frontier labs and curious operators who want to understand what is one paper away from being possible.
// how we work
From hello to handoff.
[00]
Intro call
30 minutes. We figure out if we are the right fit. No deck.
[01]
Scoping memo
A 2-page written proposal with timeline, team, and a kill date.
[02]
Week-1 prototype
Working code in your environment by end of week one. Always.
[03]
Iterate or kill
Bi-weekly reviews. If a project should die, we say so. We refund the rest.
[04]
Hand-off
A written runbook, a recorded walkthrough, and 30 days of free office hours.
Fixed-scope sprints from $10k. Embedded squads $20k per month, all-in. Fractional CTO from $7k per month, two-quarter minimum. Research retainers are custom. Every quote is a single number, not a rate card.