Real-time defensible oversight for clinical trials
Clinical trial oversight is slow and error-prone because critical monitoring and EDC data is unstructured, making it hard to detect deviations, safety issues, and systemic quality problems early and maintain audit-ready documentation.
Panoptive software converts unstructured clinical monitoring and EDC data into structured, reviewable deviation/safety/quality findings and automatically builds an audit-ready oversight trail while tracking findings to resolution.
Clinical trial sponsors, CROs, and clinical quality/monitoring teams who oversee multi-site trials.
Building the oversight engine for clinical trials @Panoptive. CS @ CMU, previously a tech lead on the Foundation Model Evaluation team at Apple.




