Genzeon Platforms logoGenzeon Platforms
Genzeon Platforms Β· Healthcare AI

Clinical text,
structured.

We build open, permissively-licensed clinical NLP β€” and the governed platforms underneath it. Small models that turn messy notes into auditable, typed clinical facts. Try them in your browser.

Healthcare Brain NER Β· live output
PHI Β· NAMEMr. J. Alvarez reports FINDINGchest pain; VITAL Β· BP148/92, LABA1c 8.2%. Started DRUG Β· DOSEmetformin 500 mg FREQBID for DIAGNOSIStype 2 diabetes ICD-10E11.9.
6 models Β· Bio_ClinicalBERT + PubMedBERT Apache-2.0
Open weights

The Healthcare Brain NER family

Six production-grade clinical Named Entity Recognition models, built on trusted US/EU biomedical bases and released under Apache-2.0. Each ships with a live demo you can try in the browser.

Medication

Healthcare Brain Medication NER

Drug names, dosages, routes, frequencies and administration details across 12 categories.

Bio_ClinicalBERTBIO Β· 25 labels~110MApache-2.0
Open demo β†’
Laboratory

Healthcare Brain Laboratory NER

Lab tests, values and units, with rule-based numeric extraction for structured results.

Bio_ClinicalBERTBIO Β· 21 labels~110MApache-2.0
Open demo β†’
Diagnosis Β· Coding

Healthcare Brain Diagnosis / ICD NER

Diagnoses and conditions across 9 categories, with ICD-10 / SNOMED linking via SapBERT.

PubMedBERTBIO Β· 19 labels~110M + SapBERTApache-2.0
Open demo β†’
Clinical findings

Healthcare Brain Clinical Findings NER

Symptoms, findings and other clinical mentions pulled from free-text notes.

Bio_ClinicalBERTspaCy NER~110MApache-2.0
Open demo β†’
Vitals

Healthcare Brain Vitals NER

Blood pressure, heart rate, temperature, SpO₂ and other vital signs, read from text.

Bio_ClinicalBERTToken classification~110MApache-2.0
Open demo β†’
PHI Β· de-identification

Healthcare Brain NER

Names, dates, identifiers and other PHI / PII β€” the base model for de-identifying and redacting notes before any downstream use.

Bio_ClinicalBERTToken classification~110MApache-2.0
Open demo β†’
Open specification

AKPS β€” Aether Knowledge Pack Specification

An open format for expressing healthcare coverage policy as portable, machine-readable knowledge packs β€” so coverage logic isn't trapped in any one vendor's system. Released April 2026. If you work on coverage policy, prior auth, or clinical rules, we'd love your eyes on it.

Read about AKPS at genzeon.one β†’
SpecificationCC BY 4.0
Reference toolingApache-2.0
The bigger picture

Where these models go: the Healthcare Brain platform

The open NER family is the ground layer. Above it sits our larger system β€” three production platforms on one patented architecture, Aether Oneβ„’.

Reasoning lobe

HIP One

Clinical decisions, medical necessity, prior authorization, utilization management and revenue-cycle intelligence.

Engagement lobe

PES One

Conversational AI for member and patient engagement, care navigation, and quality β€” Stars and HEDIS.

Governance lobe

CPS One

Privacy program operations, breach response, and AI governance across the enterprise.

The models and specs on this org are released under their stated open licenses. Our commercial platforms are separate β€” and grounded in the same right, auditable, and defensible discipline.

In production

Live in the CMS WISeR Model (2026–2031) via Novitas in New Jersey β€” real prior-auth volume at 100% of the CMS 3-day turnaround, with zero automated denials. Every denial is signed by a named, licensed reviewer.

Trust posture

HITRUST r2, SOC 2 and HIPAA aligned. Open bases restricted to US/EU-origin models by design β€” a sovereignty choice baked into every model here.

Partners

Built alongside Microsoft (10-year strategic partnership, 5 solution designations), UiPath, and Databricks.