How an engagement unfolds

One call. We map your problem, your data, your constraints. No workshops, no multi-week discovery phase, no pre-engagement invoice. Within 48 hours, you receive a gap analysis and a fixed-price proposal with architecture, timeline, and delivery dates.

Working environment set up. Data pipelines connected, base model selected, first prototype running. You see something working at the end of week two — not a slide deck, not a spec. A running system you can interact with.

Two-week sprints. Each sprint ends with a working demo and a feedback session. Scope is fixed — if priorities shift, we adjust future sprints, never invoice retroactively. You stay in the loop. No black box.

Production deployment. Full documentation. Knowledge transfer sessions so your team can operate and extend what we built. You own the code, the infrastructure, the models. No retainer required. Continued support available on clear terms.