The smartest companies deployed AI-native operations months ago. The rest are still hiring the engineers to build what already exists — burning time and cash while patients wait, and revenue is unrealized.
Machina is compliant cloud, core workflows, and AI agents that automate scheduling, intake, and routing — operational on day one, without the 18 months it takes to build it yourself.
Our Core SDK handles 90% of what all patient-facing companies need. You focus on building the 10% that makes your care model unique.
Autonomous agents that run your business processes — scheduling, routing, intake, follow-ups — the same operations your competitors are still staffing manually. Your human team focuses on care. Your AI team handles the rest.
Go live with the operational maturity most healthcare companies take years to reach. No engineering team required.
HIPAA and SOC 2 compliant AWS environment. Encryption, logging, access controls, BAAs, and audit trails — configured from day one.
Workflows, tasks, queues, and Patient Status Journey — the operational backbone every healthcare company needs, codified and ready.
Three steps. No infrastructure team required. Enterprise-grade from the moment you deploy.
It'll take 18 months, $2M+, a DevOps team, a security architect, a compliance officer, and an AI engineering team you haven't hired yet. And when you're done, you'll have built exactly what already exists — except your competitors will have spent those 18 months seeing patients.
We've already learned what works — and what doesn't. Don't waste years learning lessons we already have solutions for.
See how fast you could launchMachina is live and operational today. Here's what your team will use from day one.
Manage offices, view aggregate metrics, and track team performance across multiple locations.
Manage workflow queues, escalation paths, and task distribution with real-time metrics.
Monitor and manage 100+ concurrent workflows with real-time status tracking and patient data.
"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Machina gave us the operational foundation we needed — we were seeing patients in weeks, not years."
LLM-powered agents crossed the reliability threshold for healthcare operations in the last 18 months. The companies moving fastest aren't waiting for perfection — they're deploying now and compounding their operational advantage every month. By 2027, this will be table stakes. The advantage will belong to whoever moved first. If you're still evaluating, you're in a smaller group than you think.
The first wave of digital health built point solutions. The second wave is building integrated care companies — and the ones launching now on AI-native infrastructure are arriving with the operational maturity their competitors will spend years trying to match. The wave doesn't pause. You're either on it or behind it.
HIPAA, SOC 2, state-level privacy laws — the regulatory surface area tripled in five years. No seed-stage company should be building this in-house. The ones that try burn 18 months and millions before seeing their first patient.
Your portfolio's biggest risk isn't the care model — you already picked the right company. It's the infrastructure gauntlet that burns runway before a single patient is seen. Machina eliminates it. AI agents automate the manual MCO operations. Compliant infrastructure deploys on day one. Your companies launch with the operational maturity their competitors won't have for years. That's portfolio alpha.
See how Machina gets your company operational in weeks, not years.