Data Foundation
Absorbs imperfect data and eliminates the 80% tax of preparation.
Lifecycle Decision Intelligence
Most platforms start with the technology and hope it maps to your decisions. We started with the decisions and built backward — 14 intelligence modules (current and growing) across the full molecule and device lifecycle.
Architecture
The Decision Intelligence Framework
Six layers separate raw data from actionable intelligence. We built all six.
Context-Aware Orchestration
Encodes rules, constraints, and organizational realities.
Decision Artifacts
Over 100 Decision Artifacts — pre-defined, discovered, and evolving — across 14 outcome modules mapping the full molecule and device lifecycle.
Solutions
Intelligence by Vertical
Purpose-built decision intelligence for every lifecycle stage — choose your vertical to explore specific capabilities.
Molecule Lifecycle Intelligence
12-stage decision intelligence framework from discovery through loss of exclusivity. Competitive intelligence, trial design optimization, synthetic audiences, and franchise defense.
IO Combination StrategyBiosimilar DefenseObesity & GLP-1 IntelligenceRare Disease DevelopmentADC Competitive IntelligencePatent Cliff Defense
Explore solutions →Medical Device Lifecycle Intelligence
8-stage framework for device commercialization. Regulatory pathway optimization, post-market surveillance, competitive obsolescence defense, and portfolio analytics.
510(k) Pathway IntelligenceSurgical Robotics IntelligenceMarket Access & VAC IntelligencePost-Market SurveillanceEU MDR ReadinessSoftware as a Medical Device
Explore solutions →Ecosystem Solutions
Cross-cutting intelligence that spans both pharma and device — clinical trial design optimization and precision diagnostics strategy.
Clinical Trial InnovationPrecision Diagnostics
Explore solutions →Our Story
Why We Build This Way
25 years of watching brilliant data science end up in the same dead end: a dashboard. Here's how we're building something different.
01
Data Foundation
80%of time spent on data prep, eliminated
Absorbs imperfect data, connects across silos, and eliminates the 80% tax of preparation — so everything above it can focus on decisions.
02
Context-Aware Orchestration
7dimensions of contextual awareness
Encodes the rules, constraints, behaviors, and organizational realities of the environment. Data aware. Model aware. Agent aware. Constraint aware. Behaviorally and organizationally aware.
03
Synthetic Simulations
500+questions generated per decision
Exhausts every variation of a problem by modeling actors, environments, and their interactions. Maps what could happen, built by dissecting a problem into its atomic components.
04
Immutable Truths
100+years of codified industry knowledge
The unshakable facts that define an industry's operating environment — the molecule, the regulation, the publications. Anchors everything in known reality.
05
Adaptive Presentation
Fullaudience coverage
Serves every audience at every altitude. Detailed or simplified, visual or deterministic, probabilistic or reconciled — the answer you're looking for, in the form you need it.
06
Decision Artifacts
100+decision artifacts across 14 modules
Over 100 pre-defined, discovered, and evolving decision artifacts across an ontology of decision patterns that maps the full lifecycle — from discovery through commercialization for molecules, from concept through post-market surveillance for devices.
Principles
Three Operating Principles
25 years of lessons distilled into the architecture decisions that matter most.
01
Private by Design
No external APIs. All model inference local. Full tenant isolation — dedicated compute, storage, network, encryption keys, audit logs. No shared databases, no shared GPUs, no shared namespaces.
02
Autonomous Exploration
Every module uses Autonomous Exploration — systematically exhausting the question space by modeling actors, environments, events, and hypotheticals before synthesizing evidence into decision artifacts.
03
Right Model at Right Time
Small language models, reasoning models, and foundation models selected dynamically based on the task. Not every question requires the most expensive answer.
04
Your IP Is a Compounding Asset
No data mining. No lock-in. Every piece of intelligence you generate stays yours. Clean exit with verified deletion. We earn your business by delivering value, not by holding your data hostage.
Timeline
From Fragmentation to Intelligence
The evolution of decision-making in life sciences
2000s
The Dashboard Era
Static reports, quarterly reviews, retrospective analysis. Decisions made on stale data.
2010s
The Analytics Wave
Better visualization, faster reporting. Still backward-looking. Still fragmented across vendors.
2020s
The AI Hype Cycle
Hundreds of AI pilots, few production deployments. 80% of pharma AI projects stall at POC.
Now
Decision Intelligence
Continuous, evidence-grounded intelligence connected to active decisions at the moment they matter. The kinetic shift.
See what Ground Truth reveals about your product
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