Technology

Intelligent workflows. Built for Pharma & Biotech.

Humigent combines a vertical language model with specialized agents, a life sciences ontology, and the R³ cognitive framework to deliver accurate, auditable, and interoperable AI solutions.

Humigent AI: Built for the Life Sciences

A purpose-built AI platform combining a 30B-parameter pharma foundation model, specialized agents, and a life sciences-specific semantic layer — designed for accuracy, auditability, and enterprise interoperability.

Architecture: AI-Powered Platform

SOLUTIONS — AI-POWERED

One Customer Universe Analytics
Dashboard Lens Analytics
Audience Optimization Analytics
Patient Explorer Analytics
Insights Navigator Market Research
Medical Affairs
GeoForecast Forecasting
IC Healthcheck Field Analytics
Field Voice Sales
MSL Voice Medical Affairs
Data Lens Data Strategy

ORCHESTRATOR + AGENTS

ORCHESTRATOR Routes, prioritizes, and sequences agents — one coordinating Decision Engine across all signals

AGENTS — Specialized · Expandable

Ingestion Agent
Authentication Agent
Ask AI Agent
IC Reader Agent
Data Validation Agent
Authorisation Agent
Summarization Agent
Audit Agent
+ More

CONTEXT INTELLIGENCE LAYER

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LIFE SCIENCES-SPECIFIC ONTOLOGY
KNOWLEDGE GRAPH
CONTEXT MEMORY, EVENT STORE
RETRIEVE RETRIEVE

Pharma Data, Query-Ready

Claims, formulary, EMR, Rx, field signals — unified and accessible

REASON REASON

Coordinated Agent Logic

Controlled, reproducible, and explainable decision workflows

RESPOND RESPOND

Reliable Answers

Outputs tied to sources, logic path, and audit trail

FOUNDATION LAYER

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HumigentLM — 30B parameter Pharma Model A vertical language model trained on commercial, clinical, medical, and access data with Life Sciences vocabulary and context.
Pharma-native training Pharma-native training
High privacy controls High privacy controls
Low compute cost Low compute cost

Humigent Technology Difference

For Life
Sciences

Purpose-built for Pharma & Biotech

Workflows designed for and by industry experts. Life Sciences-specific ontology reduces hallucinations and improves relevance.

Accurate
by Design

R³ Cognitive Architecture

Life Sciences semantic layer reduces hallucinations. Advanced retrieve → reason → respond framework ensures reliable outputs.

Glass Box

Full auditability

Every AI action is traced to underlying data sources and logic steps.

Interoperable

Fits your infrastructure

Seamlessly connects to existing systems. Deploy as Point Solutions, Components, or full Enterprise.

Human in
the Loop

Humans retain decision rights

AI escalates ambiguous items to human review. Designed for responsible, controlled deployment.

Deployment options

Point Solutions · Components · Enterprise — deploy at the scope that fits your organization today and scale as needed.

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Data compatibility

Integrates with claims, formulary, EMR, Rx, and field signal data. Connects to existing infrastructure seamlessly.

Trust

Every output is traced to underlying data sources and logic steps. AI escalates ambiguous decisions to human review.

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