What we do

FAQ

Answers without jargon laundering.

Straight responses about engagements, pilots, and what CAIP actually covers technically.

What does a typical project cost?

Project costs depend on scope, complexity, and timeline. We offer fixed-price proposals for defined scopes and time-and-materials for exploratory work. After a Discovery Call, we provide a tailored proposal with clear pricing.

How long does an MVP take?

Most MVPs take 8–16 weeks from kickoff to first release, depending on complexity. We work in agile sprints with regular demos so you see progress early.

Do we need internal ML engineers or a platform team?

Rarely as a prerequisite for pilots – you ship outcomes with product owners steering retrieval datasets while we embed architects who instrument tenancy, guardrails, and telemetry inside CAIP. When internal juniors emerge, we pair-teach LLMOps patterns deliberately – rather than handing off brittle notebooks. We collaborate remotely across Europe with HQ visits and onsite spikes whenever rituals demand presence.

What does a typical engagement look like?

Discovery aligns KPI hypotheses → blueprint binds embeddings stores, orchestration, evaluations → iterative demos expose retrieval deltas → expansion hinges on jointly gated thresholds – not vibes alone.

How do I get started?

Book a free 30-minute Discovery Call. We'll discuss your goals, challenges, and technical landscape – no obligation. From there, we propose next steps and a tailored approach.