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Panoptive

The continuous oversight engine for clinical trials

San Francisco, US

B2BBiotechInfrastructureAI
We turn unstructured monitoring data - monitoring visit reports, EDC data - into structured deviation, safety, and quality findings for human review. Panoptive generates an audit-ready oversight trail as a natural byproduct. The platform aggregates findings and identifies systemic patterns across sites and subjects before they compound, and tracks every finding through decision, follow-up, and resolution.
Meet the team1

The people behind Panoptive

Youssef Kallel
Youssef Kallel
Founder
LinkedIn profile