Method
From idea to production, no detours.
Five steps, a sign-off point at each one, and no going dark between check-ins. You always know where the system stands and what happens next.
- AuditI map out the current state and prioritize use cases by ROI. We drop what doesn't pay off.
- POCI build a prototype on your real data to prove the value, before any heavy investment.
- BuildI develop the system for production: reliable, integrated with your tools, built for your case.
- DeployI deploy wherever your constraints dictate, cloud or on-prem, monitored, without your data ever leaving.
- RunI run it, measure it (evals, observability) and keep optimizing continuously, costs included.
The principle
I only build what pays off. I'll advise against use cases that aren't worth it, even when it means a smaller quote for me.
Working together
Four ways to start.
Depending on your maturity, we start small or go straight to build. The right format gets decided on the first call.
- 01
AI Audit
An honest lay of the land, in a matter of days: where AI would pay off, and where it would just burn money.
Who it's for
You're unsure where to start, or you have doubts about a project already underway.
What you get
- Your processes put under the microscope
- Use cases prioritized by ROI
- Pitfalls and costs flagged early
Book a callDeliverable
A clear report and a costed roadmap.
- 02
POC Sprint
A prototype that proves the value on your real data, in a few weeks.
Who it's for
You want to de-risk before investing in a full build.
What you get
- One targeted use case
- A prototype on your real data
- An evidence-backed go/no-go decision
Book a callDeliverable
A working POC and the numbers to make the call.
- 03
Production Build
A reliable, monitored system in production that your teams keep using. A few weeks to a few months depending on scope.
Who it's for
The use case is proven; now you need a system that runs for real.
What you get
- A deployed system, cloud or on-prem
- Evals, guardrails, observability
- Documentation and handover
Book a callDeliverable
A production-ready product that you own outright.
- 04
Retainer & optimization
I run it, keep it reliable and bring the bill down, month after month.
Who it's for
You have AI in production to maintain, improve or cut costs on.
What you get
- Ongoing operations and monitoring
- Cost optimization, 30 to 70% less
- Enhancements and regression testing
Book a callDeliverable
A system that stays reliable and profitable.
Contact
Ready to go from demo to production?
Reply within 24 hours · first conversation free, no strings attached.