We typically start within 1–2 weeks after an initial discovery call. For urgent requirements we can accommodate faster timelines depending on scope.

We work with businesses of all sizes — from funded startups building their first AI feature to large enterprises scaling existing systems. Our solutions are scoped to fit your budget and goals.

Absolutely. You can engage us for a single service — such as MLOps or a custom LLM integration — without committing to a full-stack engagement. We're flexible by design.

It starts with a free discovery call to understand your goals. We then propose a scoped plan with timeline and pricing. After sign-off, we move into sprint-based delivery with regular check-ins and demos.

Yes. All client data and IP are protected under strict NDA and data-handling agreements. We never use client data to train shared models or share it with third parties.