Healthcare & life sciences
Clinical, claims and research data in one platform — without putting PHI at risk.
We build lakehouses where protected health information is masked, logged and access-controlled by design, so analysts and AI can use the data safely.
The data problems we see
In healthcare & life sciences, the same four issues come up
PHI spread across copies nobody tracks
Extracts of patient and member data sit in shared drives, sandboxes and vendor systems, each one a breach and audit risk.
EHR, claims and lab data never line up
HL7, FHIR, X12 and flat-file feeds use different identifiers and codes, so joining a patient's journey takes weeks of manual work.
Validated pipelines that cannot change
GxP systems are so expensive to revalidate that research teams work around them with spreadsheets.
AI pilots blocked by compliance
Teams want GenAI on clinical notes and documents, but nobody can show how PHI is protected end to end.
Regulation
Rules that touch your data
We design controls for these from the start, so audit evidence is a by-product of how the platform runs.
- HIPAA & HITECH
- Privacy and Security Rule safeguards for PHI: minimum necessary access, audit logging, encryption and business associate agreements.
- 21 CFR Part 11
- Electronic records and signatures in FDA-regulated work: audit trails, validation and access control.
- GxP
- Good practice guidelines for clinical, laboratory and manufacturing data: validated systems and documented change control.
- GDPR
- Health data is special-category data under GDPR, with stricter conditions for processing in EU trials and operations.
Use cases
What we build
- 01
PHI-safe lakehouse
Masking, tokenisation, row-level security and audit logging applied automatically to every dataset containing PHI.
- 02
Patient and member 360
EHR, claims, lab and engagement data joined on resolved identities with standard terminologies.
- 03
Research and real-world evidence data
Curated, de-identified datasets for outcomes research and trial feasibility, with lineage for reviewers.
- 04
GenAI on clinical and operational documents
Permission-aware retrieval over notes, policies and prior authorisations with PHI controls enforced at query time.
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