AI for healthtech - accurate, compliant, human-in-the-loop
Healthcare is where AI has to be both accurate and accountable. We build imaging and diagnostics support, admin automation, and compliance-aware systems that keep a clinician in the loop - production-grade, HIPAA-aware, and honest about their limits.
From medical-imaging anomaly detection to back-office automation and grounded clinical search - we build AI that supports clinicians and staff, never replaces their judgment, with data handled to healthcare standards.
Clinical AI that keeps a clinician in the loop
How we approach AI in diagnostics. Project details kept confidential.
AI across the healthtech workflow
Imaging & diagnostics support
Computer vision that flags anomalies in medical imaging and video - real-time support that raises accuracy while a clinician decides.
Explore computer visionAdmin & documentation automation
Intake, coding support, prior-auth, and paperwork - automated with validation, so staff spend time on patients, not forms.
Explore automationGrounded clinical search
Ask questions across guidelines, records, and knowledge - grounded answers with citations, not confident guesses.
Explore LLM integrationOperational copilots
Agents for scheduling, triage, and follow-up that use your systems - with a human approving anything that touches care.
Explore AI agentsGuardrails & compliance
Human-in-the-loop, audit trails, and HIPAA-aware data handling - accountability designed in, not bolted on.
How we de-riskEndoscopy zone-awareness proof of concept
A computer-vision PoC for an endoscope manufacturer - flagging nearby unexamined zones on a stream isolated from the live procedure.
See the caseBuilt for healthcare teams
Providers & diagnostics
HealthTech & payers
Accuracy and accountability, together
In healthcare, "impressive demo" isn't the bar - trustworthy, compliant, and clinician-led is.
Clinician-in-the-loop
AI supports decisions; people make them. We design for review, override, and audit - with real reductions in error, not autonomy for its own sake.
HIPAA-aware delivery
Data-security and compliance built into how we build - with team members trained in healthcare data and HIPAA practices.
Production engineering
Evals, guardrails, and monitoring - so clinical AI holds up in the real world.
Questions we hear a lot
Is your AI safe for regulated, sensitive healthcare work?
We build compliance-aware, human-in-the-loop systems: AI assists, a qualified person confirms, and data is de-identified and handled with care by design.
What healthtech work do you take on?
Imaging workflows, administrative automation, and decision support, with guardrails and human oversight where clinical or compliance stakes are high.
Does the AI replace clinical judgment?
No. AI surfaces and speeds up the work; a qualified human stays in the loop on anything that matters.
We have no in-house AI team. Can you help?
Yes. We design, build, run, and hand over the system, so you do not need internal AI or engineering to start.
How do we start?
A paid discovery sprint that scopes the use case, data, and compliance needs, and returns a plan and estimate before any build.
Building AI into healthcare?
Tell us the clinical or operational problem and your data and compliance constraints - we'll come back with a responsible way to approach it.
Book a discovery call