Healthcare
Patient data is the uncomfortable truth of everything we build here. It sits under the strictest regulations, hides in systems nobody owns to name, and refuses clean structure.
Healthcare differs because the upside of a wrong answer is not a low-risk hallucination — it is a clinical either. That yardstick changes the whole design: the system has to say not just what it found but where it found it, when, and against which version of the record.
Operationally the data is worse than the models. Radiology reads, prior auth, claims lines, and EHR exports come from places that speak different language and disagree on the same patient. Care-adjacent AI mostly has to survive being grounded in that environment.
What you get
The promise, kept honest. Direction, not invented numbers.
- 01
Documentation load reduced without the risk of a plausible-sounding error
- 02
Billing and prior-auth pipelines that check themselves against the source documents
- 03
A view over a patient that reconciles what each system believes, not just the one you asked
The constraints
The parts that make this industry different. If one of these sounds like your problem, that is the conversation to have.
- PHI published to the wrong audience is a breach regardless of intent — access is deployed at query time
- Records disagree across systems about the same patient; reconciliation comes first
- A confident answer to a clinician is worse than a hedged one — provenance is part of the answer
- Crossing from administrative to clinical-adjacent changes the compliance cross-check every time
How we deliver
The engineering gates that separate a demo from a deployment in this industry.
- PHI perimeter enforced at the data layer, not at the demo — every surface defaulted to locked
- Every answer carries a source; nothing that cannot say where it came from is delivered
- Compliance treated as a constant, not a foreign wrap-around at the end
Call us when
- Clinicians spend more of the day documenting than caring
- The same patient is three different records to three different systems
- A vendor said it integrates and the interface turns out to be a scheduled file drop
Building in healthcare?
Describe the situation in a paragraph. We will tell you what we would look at first and what it would cost to find out.