Axiomera
Axiomera · Semantic Intelligence Infrastructure

One patient, four silos, one record

A single patient leaves a trail across an EHR, a telehealth visit, a lab and an imaging center. Four systems, four formats, four codings, and no shared meaning between them. Axiomera resolves what every field means, maps each to one canonical standard, and harmonizes all four into a single governed record, before any analytics platform or AI model ever touches it. Watch the four sources move across the engine together.

AXIOMERA · SEMANTIC ENGINE SCE DMM DHM ONE LONGITUDINAL RECORD Maria A. Sanchez FHIR R4 · reconciled · deduplicated ConditionType 2 diabetes AllergyIntolerancePenicillin ObservationHbA1c 7.8 % ObservationBP 148/92 mmHg ImagingStudyChest X-ray 4 sources merged · 2 duplicates resolved · lineage preserved resolved · 0.97 AXIOMERA · SEMANTIC ENGINE SCE DMM DHM resolved · 0.97 ONE LONGITUDINAL RECORD Maria A. Sanchez FHIR R4 · reconciled · deduplicated ConditionType 2 diabetes AllergyIntolerancePenicillin ObservationHbA1c 7.8 % ObservationBP 148/92 mmHg ImagingStudyChest X-ray
Step 1
Ingest
Step 2
Classify (SCE)
Step 3
Map (DMM)
Step 4
Harmonize (DHM)
How it works

Three models, one pass over the data

01

SCE

Semantic Classification Engine

Semantic Classification Engine assigns meaning with a confidence score

02

DMM

Data Mapper Model

Data Mapper Model resolves to ICD-10, SNOMED, LOINC, RxNorm

03

DHM

Data Harmonization Model

Data Harmonization Model reconciles across sources and time

Delivered to Snowflake, Databricks, AWS, a FHIR API, or a native intelligence layer
Why it matters
Resolve meaning before consumption, not after

Infrastructure, not an app

Axiomera is the foundational layer. Conduit is built on it. Solve meaning once at the data layer and every downstream system inherits a clean, governed foundation.

Evidence at every step

Each classification carries a confidence score and an interpretation trail. High-confidence resolves automatically; ambiguous cases route to review. Nothing is a black box.

Lives where your data lives

The engine runs natively inside the cloud and data platforms you already use. No new procurement, no lift-and-shift. Your data stays put and becomes intelligent in place.

Axiomera · What it does Proprietary & Confidential · HeyDonto 2026 · Codes illustrative