The operating system for enterprise AI agents across pharma domains. Define goals in natural language, watch intelligent agents execute, and maintain full governance control.
7
Focus Areas
46+
Specialized Agents
Real-time
Governance
What we do
Goal-Driven Agent Orchestration
Define your commercial objectives. Our agents handle the rest.
🎯
Define Goals
Express objectives in natural language. "Prioritize high-intent HCPs in oncology" becomes an executable plan.
"Reach underserved specialists in California with our new therapy"
🤖
Agent Orchestration
Multiple specialized agents collaborate to achieve your goal through intelligent workflows — market gap, ranking, channel, content, and more.
🛡️
Human Governance
Every action requires approval. Full audit trails. Kill switches for immediate control. Compliance baked in, not bolted on.
⚡
Simulate First
Preview the agent plan and projected outcomes — coverage, revenue, and what compliance blocks — before a single rep is committed. Nothing executes until you approve.
📊
Measure the Outcomes
See the payoff in hard numbers — coverage and revenue before versus after the plan, led by the metric that matters most for each goal. Know exactly what the agents moved.
Interactive
Inside the Orchestrator
Specialized agents, one coordinating brain.
☁ Commercial
12
🏭 Manufacturing & Quality
8
🧬 Discovery & Research
6
Signal Sensor
Collects intent signals from HCP interactions, prescribing trends, and field notes.
Candidate Generator
Identifies optimal engagement opportunities matched to the goal.
Action Ranker
Prioritizes actions by expected value, compliance score, and territory fit.
🤖 Commercial Orchestrator
Market Gap
Competitive Product
HCP Identification
HCP Ranking
Field Insight
Governance / Consent
Channel Rec.
Content Rec.
Next Best Action
CRM Execution
Outcome Tracking
Sample Goals
→ Next Best Action in Texas — competitive response
→ Opportunity Coverage — win back lapsed HCPs
→ Territory Optimization — expand oncology reach
Document Extractor
Parses CoA, BMR, and deviation forms — extracts structured fields from unstructured PDFs.
QA Reviewer
Flags out-of-spec values, triggers HITL review queues, and routes to the right analyst.
Release Orchestrator
Coordinates batch readiness checks and generates draft release documentation.
🏭 Manufacturing Orchestrator
CoA Extraction
BMR Processing
OOS Investigation
Deviation Manager
Batch Readiness
HITL Router
Release Drafter
Compliance Checker
Sample Goals
→ Batch release readiness — automated CoA processing
→ OOS investigation — root cause in hours, not days
→ Deviation management — 21 CFR Part 11 compliant
Harvest
Pulls peer-reviewed literature, preprints, and registered trials for the disease question in parallel.
Grade
Extracts candidate genes and scores each target on genetic, tractability, and safety evidence.
Decide
Produces a ranked, fully cited hypothesis brief — a decision, not a summary.
🧬 Discovery Orchestrator
Literature Harvester
Preprint Scout
Trial Landscape
Gene Discovery
Target Scoring
Hypothesis Brief
Sample Goals
→ Rank novel targets for familial hypercholesterolemia
→ Evidence brief on GLP1R beyond metabolic indications
→ Which experiment would most change the decision?
Multi-Domain Platform
Agents Across Your Enterprise
Specialized AI agents working across your pharma operations — select a focus area to begin.
Live
🏭
Manufacturing & Quality
8 AGENTS
Accelerate batch release, automate CoA extraction, and streamline OOS investigations — all within 21 CFR Part 11 guardrails.
CoA ExtractionOOS InvestigationBatch Readiness
Live
📊
Commercial Operations
12 AGENTS
Drive sales efficiency with AI-powered next-best-actions, omnichannel orchestration, and HCP engagement optimization.
Signal SensorAction RankerNBA + OC
Live
🧬
Discovery & Research
6 AGENTS · PHARMALIT
Turn a disease question into a ranked, cited target hypothesis in minutes — literature, preprints, and trials harvested, graded, and decided.
Target ScoringEvidence GradingHypothesis Brief
Soon
💊
Medical Affairs
10 AGENTS
Automate medical information requests, KOL engagement tracking, and publication planning workflows.
MI RequestsKOL MappingPublications
Soon
🔬
Clinical Operations
9 AGENTS
Optimize site selection, protocol deviation monitoring, and patient recruitment across clinical trial portfolios.