The intelligence layer
your trials are missing.
Swarm simulations predict enrollment before you recruit a single patient. Autonomous agents run your sites. Real-time intelligence keeps you ahead of competitors, regulators, and safety signals.
Three engines. One platform.
Simulations, intelligence, and autonomous agents working together to accelerate every trial.
Run 10,000 scenarios overnight.
AI-driven simulations with LLM-reasoning agents model enrollment trajectories, budget allocation, and competitive dynamics. Know which sites will underperform before they do.
Every signal. Scored and routed.
Continuous monitoring across 7 sources. AI classifies each signal by type, scores relevance to your active trials, and routes high-impact alerts to the right team — automatically.
Six specialists. Every site.
TrialClaw deploys autonomous AI agents at each trial site. Each agent has a specialized role, builds a mental model of site operations, and coordinates with the network to optimize across your entire trial.
Validates eligibility criteria against patient data in real-time
Optimizes recruitment channels and messaging per demographic
Coordinates patient visits, staff availability, and room booking
Monitors safety signals and protocol deviations across all sites
Tracks IP inventory, predicts supply needs, prevents stockouts
Multi-jurisdiction regulatory compliance across FDA, EMA, PMDA
From data to decisions in four steps.
Connect
Integrate your trial data — protocols, sites, enrollment targets. Works alongside your existing EDC and CTMS.
Simulate
Run 10,000+ scenarios overnight. LLM-reasoning agents model enrollment, budget, and competitive dynamics.
Deploy
TrialClaw agents activate at each site. Six specialized roles handle screening, recruitment, scheduling, and compliance.
Optimize
Continuous intelligence from 7 sources feeds back into simulations and agent decisions. Your trial gets smarter every day.
Built for the edge. Designed for scale.
Zero cold starts. Global edge deployment. Dedicated GPU inference.
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Trial Foundry is in private beta. Join the waitlist to get early access and shape the future of clinical trial intelligence.
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