Four-step method
Approach
From idea to production, without gambling: every step produces a verifiable deliverable and proves its value before you invest in the next one.
- 01
Framing
30-min call + auditWe start from your real processes, not from a solution idea. I identify the use cases with the fastest ROI, and I tell you honestly if a plain workflow is enough, with no agent.
- Map of your workflows and friction points
- Use cases prioritised by return on investment
- A concrete proposal: a 2-3 week POC or a product roadmap
- 02
Prototype
2 to 3 weeksA POC on a reduced scope, wired to your real data. You see the system working under real conditions before investing further.
- Working POC on your data
- Live demonstration with your team
- A clear decision: scale it up, adjust, or stop
- 03
Hardening
2 to 4 weeksThe move from demo to production: human validation at sensitive steps, error handling, monitoring and deployment on your infrastructure.
- Guardrails: human validation and error recovery
- Monitoring and alerts
- Deployment on your infrastructure (Docker VPS or Vercel)
- 04
Handover
IncludedYour team becomes autonomous: documentation, training and a complete handover. You keep the code, the access and control of the system.
- Technical documentation and usage guides
- Training for your team
- Code delivered, full access and transition support
Reply within 48 h
A quick first exchange, and a concrete proposal by the end of the framing call.
Value proven at every step
Every phase ends with a verifiable deliverable. You decide whether to continue, or not.
No black box
Documented code, full access, trained team. No dependency on the provider.
Shall we start with step 01?
A 30-minute call, no strings attached: we map your workflows and you leave with prioritised use cases, whether we work together or not.
Reply within 48 h · free audit on the first call