A delivery model built to prove value, fast.
We start with your vision, locate where AI genuinely supports it, and prove capability rapidly inside your operational context. The same operating model scales from a two-week prototype to a production system we run for you.
Four principles, every engagement.
Prototype, or MVP. Same operating model.
The path stops at iterations for a prototype, and continues through hardening for an MVP we run for you.
Prove the idea works.
Rapid iterations against real data to validate that AI can deliver the outcome — fast, low-risk, decision-ready. What we learn carries straight into MVP.
- Discovery & iteration build
- Working software in your context
- Clear go / no-go evidence
Ship it, harden it, run it.
Everything in a prototype, plus production hardening planned into the lifecycle — week for week with development — and a managed service to operate it once live.
- Hardening in parallel with build
- Secure integration & observability
- Ongoing managed operations
You'll always know what's happening.
We work in short cycles — usually one to two weeks. Every cycle follows the same simple rhythm, so you can see progress, know what's coming, and never get a surprise at the end.
We agree what's next
At the start of each cycle we agree, with you, exactly what we'll aim to deliver — a short, clear plan you sign off on.
We build it in the open
You see working software as it takes shape, with regular check-ins along the way. No black box — and nothing held back for a big reveal.
We line up what's coming
We look ahead to the next piece of work and sort out anything we'll need from you early — so nothing stalls and the work keeps moving.
We show you the results
We walk you through what's done, you tell us what you think, and together we agree where to focus next — all in the same conversation.
A dedicated team, not a rotating bench.
Minimum two people — PhD-level engineers and AI specialists — dedicated to your project for its duration. The people who learn your domain are the people who build and run the system.
Build it, then run it.
Think of us as an AI extension of your team — we build the system with you, then stay on to run it.
A simple project fee for the build, in small blocks. You commit a little at a time and keep going as long as it's working.
Once it's live, one monthly subscription keeps it running — hosting, monitoring, support and ongoing improvements.
