A prototype beats a slide deck.
This is where most of the value comes from. Whether it’s rebuilding something legacy, adding AI into an existing product, or starting fresh, we get it working early.
The shape is simple. A few short sprints, real data, and something you can put in front of users. You walk away with working software and a clear path to production.
What you walk away with.
Working prototype
A working system on your real data. Runnable by your team or by ours. Not a mockup.
User feedback and usage signals
Early signals from real use. What works, what does not and where it breaks.
Production roadmap
If you proceed, a clear plan. Architecture, model approach, team, timeline and cost.
Feasibility view
Data quality, model fit, integration complexity and cost at scale. The detail needed to make a call.
Something you can actually run.
A working AI system, not a demo. Something that can be put in front of users and reviewed properly.
If the evidence says proceed, the code moves straight into production. If it does not, you stop early and avoid funding the wrong thing.
What a sprint looks like.
Frame.
A short kickoff. What question is this sprint answering, and what evidence will be enough to act on?
Build.
A working prototype on your real data, using the model that fits the task. Scope agreed up front.
Test.
Structured sessions with the people who'll use the production system. What works, what breaks, what they'd never adopt.
Report.
An honest assessment. Viability, model choice, integration risks, production cost range and recommended architecture.
Decide.
You choose. Proceed, reshape the use case or stop. A no backed by evidence is a useful result.
How every sprint runs.
Fixed scope, fixed price. One question the sprint is built to answer.
Code and prompts land in your repository from day one, under your licence and ownership.
Handover artefacts written for procurement and governance review.
Go, pivot or stop recommendation, framed as options rather than a pre-sell.
Same orchestration layer as production. No re-architecture if you proceed.
Frequently asked.
Start a
prototyping sprint.
Tell us what you're trying to prove. We scope the sprint around it.