I'm Dr. Jean-Paul Leva — a working doctor who builds real, working AI and ships it at the speed of a whole tech team, using today's best AI. I'd spent a year waiting on vendors to deliver the AI agent I wanted; when it didn't come, I built it in-house — live within days. In four months, my whole practice came to run on systems I build and own.
Most practices buy AI as a black box from an agency or a software vendor and rent it forever. I take the opposite approach: I build the systems in-house and own them — the patient-facing agents, the links into the records system and the other software, the day-to-day automation — using today's best AI as my tech team. I learned why this matters the hard way: I'd paid vendors for over a year to build my AI and waited, then built it myself in a fraction of the time.
The edge isn't the AI itself; everyone has that. It's the discipline: safety checks at every step, an off switch on every risky feature, I review my own work like a tough critic, and I check everything against the real source instead of taking the AI's word for it. That discipline is what lets a small operation ship like a much bigger one — and it's what I bring to a practice that wants to actually own its AI.
I did what every practice owner is told to do: hire the experts and wait. Here's the actual sequence — from my own messages — that ended with me building it myself.
Anyone can use today's best AI. Building safe systems that run every day comes down to a handful of habits — the ones I'd set up for any practice I work with.
I check the AI's work against the real code, the history, and the live system — never just what it says. This very site was put through a tough review and fixed where it was wrong.
I build in guardrails so the AI literally can't slip its private notes — or a wrong date — into a patient's text. It's built to be right, not asked to be.
Every risky feature ships behind an off switch and a safe default. Nothing I turn on is permanent, so I can move fast without betting the practice on it.
Every automation is built from a saved recipe, not hand-tinkered in a control panel. So it can always be rebuilt and double-checked — which is how dozens of them run safely, day and night.
I help practices set up the same kind of systems you see in the work — built and owned by you, not rented from an agency.