AI development services.
Production AI, not demos.
Custom AI features and products designed, built, evaluated and run by one senior team.
The problems we solve first.
Demo-to-production gap
Most AI pilots never survive real users, real data and real costs.
Unclear ROI
Teams build what the model can do, not what the business needs.
No evaluation
Without tests, nobody knows if the next change made it worse.
What you get.
Every engagement includes design, engineering, evaluation, security review and handover from one senior team.
AI feature build
Assistants, search and automation inside your product.
Model selection
The right model per task, measured on your data.
Evaluation suite
Automated tests for accuracy, safety and cost.
Production infra
Caching, fallbacks, rate limits and monitoring.
Cost control
Token budgets, routing and caching that cut spend.
Handover
Docs, dashboards and runbooks your team can own.
AI development, by industry.
How we ship AI that holds up.
Evaluation comes before scale. You see it working on your data before you commit to the full build.
Discover
Pick the task, define what “good” means and collect sample data.
Prototype
A working version on your real data, shown to real users.
Evaluate
Automated tests for accuracy, latency, cost and safety.
Productionise
Security, scaling, integrations and admin controls.
Monitor
Quality, drift and spend tracked; prompts and models improved.
Three ways to start.
AI sprint
One use case, prototyped on your data and tested with users.
You leave with · Prototype + go/no-goPilot
A production-grade version for one team, with evals and monitoring.
You leave with · Live pilot + ROI dataAI team
A dedicated squad that ships and improves AI across your products.
You leave with · Roadmap deliveredQuestions, answered.
Most clients start with a two-week AI sprint. Pilots and production builds are priced after the sprint, once we know what works on your data.
Ready to try ai development? Start with a sprint.
Tell us the task. An AI architect replies within one business day with a sprint plan. NDA on request.