Capability
← All capabilitiesApplied AI products
Shipping AI into products people pay for, rather than demos that impress in a meeting.
Most AI work dies between the notebook and production. This is the discipline of the other half: retrieval that stays correct as the corpus grows, prompts versioned like code, model calls that degrade rather than fail, and an evaluation loop that tells you the day quality drops instead of the week a customer does. The studio has taken this route end to end on live consumer and enterprise products.
How we approach it
The recurring failure in applied AI is not model quality, it is scope. A model asked to reason about everything gives fluent, confident, unfalsifiable answers; a model scoped to a named body of knowledge can be checked. That is the choice behind every AI product here — a contract analyser bound to specific named legal instruments rather than to law in general, a decision engine that returns a fixed shape with the counter-argument attached, a children's platform where safety is a property of what the model can reach rather than a filter on what it says. Narrowing is the engineering.
Stack
Python · FastAPI · TypeScript · Next.js · PostgreSQL · Redis · Celery · Vector search · Streaming (SSE/WebSocket)
AI security operations platform
Client undisclosed · 23 services in the deployed topology
A 23-service pipeline that ingests security telemetry, enriches it in flight, and runs its own models over the stream.
Graysen
Graysen · 6 services in production
An AI contract analyser scoped to named UAE legal instruments, working in Arabic and English.
Yoluno
Yoluno · 3 services in production
A conversational companion for children aged 3–13 where the parent, not the model, defines what exists in the world.