Pharma & Biotechmulti-agent reasoning and monitoringproposed advanced workflow built on existing models and data assets; promising but less clearly proven in production than the underlying components.

Multi-agent system that reasons, monitors, critiques, and updates trial success predictions in real time

Instead of one model making one guess, several AI agents work together like a team: one watches for new evidence, one checks the reasoning, and another updates the prediction as things change.

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