Clockwork Innovations builds AI systems, healthcare tooling, and developer frameworks as one operating layer: precise, responsive, and engineered to ship.
Clockwork Innovations, LLC builds AI products for healthcare and developer tooling. We design around the task, ship under our own use first, and keep the surface area honest. No benchmarks chased for the headline.
AI engineering
We design AI systems around the task they actually have to do, not around a benchmark. Tool calls, planning loops, evaluation harnesses, and the boring orchestration that makes them reliable in production.
Healthcare technology
A decade of MD-built workflow obsession applied to the screens physicians actually live in. We cut documentation time, surface signal, and stay out of the way during the patient encounter.
Developer platforms
Simply MCP, the agent-loop runtime, the type bridge. Every framework here survives daily use on real workloads. If we wouldn't pick it up on a Friday night, it doesn't leave the repo.
Founder & CEO · Internal Medicine
“Tools that respect the speed of clinical work, and the people doing it, change what good care can look like. That’s the bar I build to.”
I’m a practicing internist who started writing software because the tools I was using on shift didn’t respect the speed of clinical work. Clockwork is where that work lives now: AI systems with real evaluation harnesses, MCP frameworks I dogfood daily, and clinical tools shaped by the friction they’re built to remove.
We’re a small studio — open to product partnerships, consulting on AI / healthcare integrations, and contract work where the problem is well-shaped. The contact form is the fastest path in.
Type-safe by default, security headers shipped on day one, no half-finished surfaces left exposed.
Every feature traces back to a real workflow we ran ourselves, not a roadmap card invented in a slide.
Doctors, developers, operators: the screens we ship respect the time and attention of the people on them.
Product collab, consulting, or a clinical tool you wish existed. Drop us a note, we read every message.
