From opportunity to production
Six phases. Senior team on every one.
Engagements are structured. Criteria for moving between phases are explicit. Nothing ships without acceptance.
- 01
Discover
We map the organisation's actual operating economics against the realistic capability of AI today. Outputs: an opportunity portfolio sized in euros / hours, a defensible business case, a small set of high-conviction bets.
- 02
Design
Architecture, data flows, integrations, governance model, KPI and acceptance criteria. We design for production from day one — not for the demo. Decisions are documented so your team can defend them internally and externally.
- 03
Build
Agents, products, integrations, AI infrastructure. Senior engineers on every line of code. We work in your stack or alongside it. Every commit is reviewable. Every step is observable.
- 04
Validate
Evaluations against real scenarios, security review, human-oversight design, acceptance criteria, red-teaming where appropriate. We do not declare 'done' until the system holds up under the scenarios your business actually runs into.
- 05
Deploy
Production rollout with permissions, telemetry, fallback and rollback. We hand over with full operational documentation — and we stay close during the first weeks of real load.
- 06
Evolve
Monitor, optimise, upgrade. Models move fast. Your business moves. We design for continuous improvement without forcing you into another big-bang rewrite.
How we engage
Senior team. Every engagement.
Engagements are staffed with senior engineers and product engineers — not by a partner who sells and a junior team who delivers. We work in your environment, with your data and your constraints, and we leave behind code, documentation and operating practices your team can own.