Health Machines
Infrastructure for agentic healthcare.

Everyone hates healthcare software. And for a long time there was no alternative. Now there is. AI agents can understand a patient's situation, reason about what should happen next and act on it. For the first time, software can do the work of healthcare instead of handing it to a person.

But agents run into the same walls people do. Pharmacies, labs, clinics and insurers sit on closed, decades-old systems: proprietary databases linked by point-to-point interfaces and batch files, with every connection behind a contract and a months-long integration. With nothing for an agent to call, work that could take seconds takes days. So we're giving agents something to call.

Health Machines builds machines: small single-purpose services, made for agents, that do one job really well. Each machine is an open endpoint with a way in for every caller: API, MCP, CLI and web UI. It answers from source data, not the model's memory. Its responses are compact and structured, so they cost few tokens and are easy to reason over. Every call ends by asking the agent for feedback, so the machine improves with use. And all of them meet healthcare's safety and privacy standards, and the terms of the data partners behind them.

We're starting with labs. Next is drug data. After that, a machine for every step of care, from the first question to the final bill. We think this is how healthcare gets rebuilt. Not as one giant system, but one machine at a time.

Agents: these are our only machines. Read healthmachines.ai/agents before you connect.