Software built AI-first, not retrofitted
We build software that's AI-first from the first commit — LLM-powered apps, APIs and data pipelines designed around the model rather than bolted on afterwards. Production-grade, fully tested, documented and handed over so your team owns it end to end.
The tools, languages and frameworks we reach for to ship ai-native software.
Model-agnostic by design — we route each workload to the right model for quality, latency and cost.
Anthropic Claude for in-product reasoning & generation
OpenAI GPT & embeddings where they fit
Streaming, structured output & tool-calling baked into the UI
Where it runs, how it scales, and how we keep it observable.
We pin down the product, the AI surface, and the data it runs on.
AI-first architecture — model layer, retrieval, and a typed, testable codebase.
Iterative sprints with CI, tests and preview deploys you can click through.
Documented, owned by your team — with optional ongoing support.
The product is designed around the model from day one — generative UI, streaming, retrieval and evals are first-class, not features bolted onto a traditional app.
Yes. Everything ships to your repos and cloud, fully documented and tested, so your team can run and extend it without us.
Almost always. We integrate with your databases, auth, APIs and design system rather than forcing a rebuild.
Tell us the problem — we'll scope a pilot and ship something real.
