Data & AI systems
Retrieval, agents and structured extraction with evaluations, guardrails and latency budgets attached.
Anything with a model in it needs a way to tell whether it got better. We build the evaluation harness first, then the pipeline, so quality is a number rather than an opinion.
What you get
- Evaluation harness with a scored set
- Retrieval or agent pipeline
- Tracing and cost dashboards
- Guardrails and fallback paths
You need this when
- The demo worked and the tenth case did not
- Nobody can say whether a change improved anything
- Costs move and no one knows why
Three ways to deploy us.
The engagement adapts to where you are. The people do not change between models.
Embedded
One to three of our engineers inside your repositories and your standups, for a quarter or longer.
- Your stack
- Your rituals
- Monthly review
Dedicated build
A ring-fenced team delivering a defined system end to end against a fixed scope and a fixed price.
- Written scope
- Weekly demo
- Fixed price
Founding build
Your first engineering team. We build version one and transfer it when you are ready to hire.
- 0 → 1
- Full transfer
- 30-day support
Selected systems in production.
B2B ordering platform
A factory's catalogue, contract pricing and live stock exposed to partner shops through a portal and a versioned API. Orders arrive priced and validated instead of as email attachments retyped by hand.
ERP for a furniture factory
Production, stock, costing and orders on one domain model built around how the plant actually runs. Per-order costing they can trust let them hold margin against low-cost imports instead of guessing at it.
FSC chain of custody
Stock, consumption and purchases tracked per certified batch, so the input-output balance holds up under audit. Certification becomes a by-product of daily work rather than a quarterly scramble.
Other capabilities
Domain modelling
We map the entities, rules and edge cases your business runs on before any code is written.
SVC.02Product engineering
Full-stack delivery, including the unglamorous parts — auth, billing, migrations, backfills.
SVC.04Platform & infrastructure
Migration, infrastructure-as-code, CI/CD and telemetry your own team can operate unaided.
SVC.05Security & assurance
Threat modelling, access design and audit trails built into delivery, not bolted on before launch.
Tell us what you need built.
A 45-minute call. Bring the problem, not a specification. You leave with our honest read on what to build, how long it takes and what it costs — whether or not you use us.