Guide8 min
Grounding clinical AI: every answer needs a source.
Why "the model said so" is never good enough at the bedside, and the five-stage pipeline Sage uses so every answer points back to a document you own.
HX
Healytix Clinical AI
Field Notes From the build team
Field notes from the front lines of clinical AI.
How the platform works and why we built it this way. Written by the engineers and clinical AI team who build Healytix, for the people who will run it.
FHIR & interoperabilityABDM & DPDPGrounded clinical AILab intelligenceFederated learningAgent safetyModel validationOncology
Engineering10 min
FHIR without migration: making an existing database speak FHIR.
How Fhirlace serves a hospital's current database as a FHIR R4 API, using AI to draft the mapping once and a deterministic engine to run it.
HX
Healytix Engineering
Guide12 min
The ABDM implementation blueprint.
A practical map of ABHA, HIP and HIU roles, consent artefacts and the integration milestones, and where the Healytix data layer fits.
HX
Healytix Compliance
Research9 min
Your patient is their own reference range.
Why a single lab value against a population range misses early signals, and how DeepDx reads results as trends against personal and population-adjusted baselines.
HX
Healytix Research
Research8 min
Models travel. Data doesn't.
Federated learning in hospital networks: how omegaX is designed to learn from many institutions without pooling a single patient record.
HX
Healytix Research
Engineering11 min
One codebase, two sovereignty regimes.
Building one platform that runs under India's ABDM and DPDP Act and under US HIPAA, without forking the product.
HX
Healytix Engineering
Engineering7 min
Audit is a query: evidence records for clinical AI.
Designing AI so that every action leaves a verifiable record, and proving compliance becomes a search rather than a scramble.
HX
Healytix Engineering
Research9 min
The evidence ladder: from synthetic data to the bedside.
The five rungs every Healytix clinical model must climb, and why a strong benchmark on synthetic patients is the first rung, not the last.
HX
Healytix Research
Guide8 min
Designing the escalation boundary for clinical agents.
Where an agent must stop and hand over to a person, and how Conductor encodes that boundary as a state machine instead of a prompt.
HX
Healytix Engineering
Research8 min
Why cancer AI needs the whole timeline.
Oncology decisions depend on years of labs, imaging, pathology and therapy response. The thinking behind Lumen's longitudinal design.
HX
Healytix Clinical AI
Technical briefings
Run live for your team, on your schedule. Bring your architects and your clinical leads.
60 min · Remote
Architecture deep-dive
Walk through the platform, Relay to Pulse, against your current HIS, LIS and data estate. Leave with an integration plan and an honest list of gaps.
Request this briefingHalf day · On-site or remote
On-prem and air-gapped deployment
How the platform runs inside your network: sizing, local models, key management and what your IT team owns.
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