What a discovery sprint produces.
A 1–2 week strategy sprint that produces a written delivery plan, a reference architecture, and prioritised use-cases ranked by impact and feasibility. You leave with documents you could hand to any competent vendor, but most of our clients ask us to build what we just designed.
Stakeholder interviews and a systems audit to surface bottlenecks, existing tools, and team capacity. A prioritisation workshop to rank use-cases by ROI and risk. A written report with an architecture diagram, a phased delivery plan, and an honest assessment of what should NOT be built.
You suspect AI could help your operations but you don't want to commit to a build before you understand the shape of the system. Or you've been quoted by another vendor and want a second opinion before you sign.
Systems we've actually shipped.
- 2026 · independent garage, france
How an AI voice agent answers every call a French garage used to miss
An AI voice agent that answers an independent French garage's phone in natural French, checks live calendar availability, and books the appointment during the call, with RGPD (GDPR) compliance built into the data layer.
- 2026 · systemartis
How we built an AI operational brain to reduce founder friction
An internal operational system we built to remove the founder bottleneck, onboarding, approvals, exception handling, knowledge retrieval, all coordinated by a small fleet of AI agents wired into our real backend, not a Zapier flow.
- 2025 · innovium
Marketplace pricing intelligence & operations automation for a multi-country seller
A pricing-intelligence and operations automation system for a multi-country marketplace seller. Continuous price monitoring across regions, automated repricing logic, and operations dashboards that replaced nine manual spreadsheets.
