01
Knowledge Graph
Persistent, compounding intelligence. Every interaction makes it sharper.
A World Model built for change
Life Sciences Decision Intelligence
$300B+ in life sciences revenue is exposed to decisions made on intelligence that was never designed to stay current.
Platform
See the World Model in Action
The World Model
How It Works
Six interconnected components that build and maintain a living representation of the world your molecule or device operates in — the markets, regulations, stakeholders, and competitive dynamics that shape every decision.
02
Agent Mesh
Specialized agents with contrarian loop — agents argue and validate continuously.
03
Behavior Labs LLM
A 12-model mixture-of-experts designed to understand pharmaceutical and device complexity and orchestrate the Agent Mesh.
04
Synthetics Layer
Simulation at multiple resolutions: population → segment → archetype → individual.
05
Rules Engine
Six rule sets; clinical, regulatory, commercial, behavioral, temporal, and economic that keep simulations honest
06
Evidence Engine
Verifiable, citable evidence with continuous intelligence processing.
Lifecycle Intelligence
Lifecycle-Aware Intelligence
Whether you're navigating a Phase 3 readout or a 510(k) submission, the same World Model architecture delivers stage-aware intelligence.
The World Model doesn't deliver the same output at every stage. It activates differently depending on where your molecule or device sits in its lifecycle — surfacing the intelligence that matters for the decision you're making right now, not a generic brief that covers everything equally.
Pharma Lifecycle
World Model
Device Lifecycle
Same architecture. Different activations. Both grounded in evidence.
Proof
Decisions Made in Time
Real outcomes across pharma and device lifecycles — from launch messaging to regulatory strategy.
pharma
$340M preserved
Biosimilar Defense
War-gaming-informed AG timing and PBM tipping point identification preserved franchise value over 24 months.
Read case studydevice
14 months saved
Device 510(k) Strategy
Split predicate strategy discovered in 2 weeks, converting an 18–24 month De Novo into a 7-month 510(k) clearance.
Read case studypharma
$1.4M displaced
Oncology Launch Messaging
Messaging architecture rebuild in 12 weeks with full evidence traceability — every claim grounded before MLR review.
Read case studypharma
68% formulary access
Market Access Strategy
Preferred formulary access achieved in 90 days through synthetic payer panel strategy.
Read case studypharma
60% faster setup
Compounding Intelligence
By molecule 4, setup reduction hit 60% — zero knowledge loss across 11 staff turnovers.
Read case studySecurity
Private by Design
Your data never leaves your tenant. Your models never train ours. Your intelligence compounds for you alone.
Your Data
Tenant IsolationDedicated compute, storage, network, and encryption keys. No shared databases, GPUs, or namespaces.
Deployment FlexibilityYour VPC, managed private infrastructure, or fully air-gapped on-premises.
Compliance & TraceabilitySOC 2 Type II. Append-only audit logs. Every output traces to its source evidence.
Evidence TraceabilityNo black-box outputs. Every intelligence claim cites its ground. Full data lineage.
Ground Truth
Where You Start
Start with an evidence-grounded understanding of the reality your product exists in — delivered in four weeks from verified intelligence, before any module commitment.
4-week engagement
One-time pricing
Full World Model output
Evidence-grounded
Key insight
See what Ground Truth reveals about your product
Reach out to commission your custom, evidence-grounded assessment