The Context Engine for Health AI

Health data, turned into a patient story

Assemble and serve the right context to your agents, so every run is accurate, consistent and cost-efficient.

Engineered for AI agents in mission-critical healthcare settings

  • Health-native

    Built on 10 years of experience in delivering technology for healthcare.

  • Evaluation-first

    Evaluated against clinician-designed benchmarks.

  • Flexible and secure

    Engineered for health tech builders. Compliant, auditable, and traceable by design.

Every patient you serve is unique in their own way

Each person’s health history is shaped by a life no one else has lived, and messy in its own way: conflicting doses, scattered formats, timelines that don’t line up. Clinia Context Engine reconciles it into one coherent, reasoning-ready story for your agents.

1000 mg

Metformin · daily dose

Bernard Logsdon, 68

Type 2 diabetes since 2022

Two clinics prescribe his metformin at different doses. FHIR says 500 mg twice daily, NCPDP says 1000 mg once. Both are kept, with provenance, and escalated for review by recency.

14 / 27

PHQ-9 · moderate

Louis Milling, 19

First mental-health episode

Screened at a walk-in, then followed by telehealth. His PHQ-9 scores live in FHIR, his intake in a scanned pdf, his last check-in in a chat – reconciled into one history.

38 weeks

Gestational age · disputed

Maria Chiuze, 34

Shared prenatal care

Her midwife and her hospital date the pregnancy three days apart. Both dates are kept, with provenance, so the agent knows which source it is trusting.

268 L/min

Peak flow · 63% of predicted

Amina Haddad, 47

Seasonal asthma

She logged a declining peak flow at home for three weeks before her next appointment. Her own readings sit beside the clinic spirometry, timestamped and traceable to each source.

The context engine for health AI

Making your health AI
deliver maximum value

Your health AI is not failing because of the model, but because of the context you feed it. The Context Engine turns fragmented health data into a cohesive, and dynamic view of the patient any AI agents can reason over reliably.

Fragmented data
resolved to one truth

Patient data is split across systems and formats.
Values are repeated and contradictory.

Clinia Context Engine

  • Normalizes, deduplicates and reconciles data points
  • Traces every value back to its source

So agents reason on a single trustworthy longitudinal patient context.

First-class developer experience

Built by engineers, for engineers

Context Engine Studio

Download and run the app on your machine to get access to the playground.

Agent Templates

Get started quickly with our sample agent implementation for various use-cases.

Customer Stories

Impact on the ground

Parents carry an enormous amount of their child’s medical history in their heads, mostly because doctors can’t easily pull it from wherever it’s actually sitting.

What drew me to Clinia was the chance to bring those scattered records into one place that stays useful over time.

That’s less time chasing down old records, more time on the care itself.

michael-hobbs-portrait-20260903 Michael Hobbs, MD Pediatrician | Founder of wren.kids.

Global security & compliance

Built to meet the highest standards in healthcare security and compliance, wherever you operate, whoever the regulator is.

  • Fully HIPAA compliant

    Every clinical record is protected at every layer. Privacy and security requirements met by design.
  • GDPR conformant

    All data is processed, stored, and accessed under controls that meet GDPR requirements. Patient privacy, always.
  • SOC 2 Type I & II

    Independently audited. Continuous monitoring of security, availability, and processing integrity.
  • PIPEDA compliant

    Health data collected, used, and disclosed under controls that meet PIPEDA requirements. Patient consent and privacy are protected by default.

Health data, turned into
a patient story