HumigentAI

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 vertical language model, specialized agents, and a life sciences-specific semantic layer — designed for accuracy, auditability, and enterprise interoperability.

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.

Architecture: AI-Powered Platform

SOLUTIONS — AI-POWERED

Data Strategy Data Lens
Analytics One Customer Universe
Analytics Dashboard Lens
Sales Field Voice
Field Analytics IC Healthcheck
Forecasting GeoForecast
Medical Affairs MSL Voice
Market Research Insights Navigator
+ More

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

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

Pharma Data, Query-Ready

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

RETRIEVE
REASON

Coordinated Agent Logic

Controlled, reproducible, and explainable decision workflows

REASON
RESPOND

Reliable Answers

Outputs tied to sources, logic path, and audit trail

RESPOND

FOUNDATION LAYER

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
Flexible approach: other language models also usable for deployments

Deployment options

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

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.

Request a FREE DEMO of HumigentLM today

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