Data Foundation
44+ continuously updated source feeds across clinical registries, regulatory filings, publications, market data, and competitive signals. The raw material for everything above it.
Why Behavior Labs
The Decisions Are Getting Faster. The Intelligence Isn't.
The gap between decision velocity and intelligence velocity is where billions go to die. We built the architecture that closes it.
The Problem With Dashboards
Dashboards cover one layer. We cover all six — with AI-first architecture built for the safety, privacy, and compliance demands of regulated industries.
The Problem
Competition accelerates. Complexity compounds. Biosimilar timelines compress. Device cycles shorten. Regulatory landscapes shift weekly. But the intelligence architecture inside most organizations still runs on quarterly cycles, fragmented vendors, and slide decks that are outdated before they're approved.
Industry Friction Points
Episodic, Not ContinuousA CI report from two weeks ago doesn't tell you what changed yesterday or how it affects your decision next week.
Coordination, Not ConsumptionYour best experts spend 60% of their time on logistics — coordinating vendors, managing timelines, assembling reports — instead of making decisions.
Assembly, Not IntegrationSeven vendors, seven methodologies, seven timelines. Intelligence arrives in disconnected fragments that nobody has time to synthesize.
The information architecture between data and decisions is fundamentally broken — and has been for decades. We built the six layers that actually connect raw data to actionable intelligence.
From Our Founder
“I spent twenty years watching brilliant analysis end up in a slide deck that was outdated before it was approved. The problem was never the data. It was never the people. It was the architecture between data and decisions.”
— Nick King, Founder
The Architecture
Six Layers Between Data and Decisions
Most intelligence platforms cover one or two layers. Behavior Labs covers all six — continuously, in an architecture built for the safety, privacy, and compliance demands of regulated industries.
Orchestration Engine
A network of specialized agents governed by regulatory and organizational constraints, with a contrarian loop that treats divergent outputs as signals rather than errors.
Synthetics
Simulation at four resolutions — population, segment, archetype, and individual. Runs 400–500 scenario variations to surface the questions you intended to ask but did not.
Immutable Truths and Rules
Six categories of codified physics: regulatory, market, scientific, organizational, team, and competitive. Keeps every simulation honest and every output grounded.
Evidence Processing
Four fidelity gates — retrieval, grounding, consistency, and compliance — that filter noise before it becomes intelligence. Every output traces to its source evidence.
Decision Artifacts
Structured deliverables mapped to the governance ceremonies where decisions are made: stage-gate reviews, advisory board preparations, payer strategy sessions, launch readiness.
$0B+Revenue at risk from patent cliff by 2030Fierce Pharma, 2026
0%Clinical trial failure rateNature Reviews Drug Discovery
0+Questions Generated Per DecisionPlatform Architecture — exhaustive analysis methodology
What the Market Is Saying
From industry leaders, researchers, and analysts
$300B+in revenue losing patent protection by 2030
“$300+ billion in prescription drug revenue worldwide will lose patent protection between 2025 and 2030 — roughly one-sixth of the industry's annual revenue.”
Fierce Pharma· March 24, 2026
See what Ground Truth reveals about your product
Reach out to commission your custom, evidence-grounded assessment