Machina Health
Machina Health

Building AI tools for healthcare

Exploring AI approaches in healthcare, focused on usability, safety, and real-world deployment.

Our approach

This is not AI replacing clinicians. It's workflow-focused, clinician-guided intelligence — with clear accountability and real-world adoption at its core.

We're early-stage and in active development, open to conversations with collaborators, clinical partners, and advisors who care about making healthcare AI practical and deployable.

What we believe

Principles that guide how we build.

Practical AI in real healthcare environments

We focus on tools that can be adopted in the real constraints of care delivery.

Clear thinking about adoption and implementation

We prioritize workflows, context, and change management alongside technical quality.

Measurable impact and iteration

We test assumptions, measure what matters, and improve based on evidence from practice.

Human accountability as a default

Clinicians and care teams stay in control, with reviewability and clear boundaries by design.

Areas of interest

Where we're focusing our exploration.

Healthcare AI applicationsClinical quality and consistencyAdoption in complex environmentsMeasurement and evaluation

FAQ

Public-safe answers about where we are and how we collaborate.

Let's connect

Interested in collaborating on healthcare AI? We'd love to hear what you're working on.

Machina Health - Building AI tools for healthcare | Machina Health Dashboard