Panoptive
Panoptive adds an AI‑driven intelligence layer to clinical trial oversight tools, automatically extracting findings from monitoring reports and EDC data and converting them into structured, audit‑ready decision records with linked regulatory citations. The platform continuously updates a searchable trail, flags cross‑site safety or quality patterns in real time, and integrates with Veeva, Medidata, Oracle and other systems to reduce manual consolidation and streamline inspection preparation.
- Artificial Intelligence
- Data & Analytics
- Enterprise Software
- Healthcare Technology
Funding
Raised to date
$500KRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
Founders
Founder details are not available yet.
Product
Problem
Clinical trial oversight data is scattered across monitoring reports, electronic data capture (EDC) systems, trackers, and email threads, making it difficult to detect systemic issues early and forcing teams to reconstruct decision trails under pressure during inspections.
Solution
Panoptive provides an intelligence layer that ingests unstructured monitoring reports and EDC data, extracts findings, and automatically generates structured decision records with linked regulatory citations. The platform creates a continuously audit‑ready oversight record, enabling sponsors to surface safety and quality issues in real time and maintain a defensible decision trail. By integrating with existing systems such as Veeva, Medidata, and Oracle, Panoptive eliminates manual consolidation and reduces the time required for audit preparation. Users can review, approve, and file AI‑drafted rationales, ensuring compliance with ICH‑GCP and other standards while keeping the documentation inspection‑ready at all times.
Target Audience
Primary customers are clinical operations, quality assurance, and regulatory affairs teams at pharmaceutical, biotech, and medical‑device sponsors that manage multi‑site trial oversight.
Features
- Automated extraction of findings from free‑text monitoring reports and EDC datasets
- Generation of structured decision records with evidence, rationale, and hyperlinked regulatory citations in seconds
- Continuous, inspection‑ready audit trail that updates as new findings are identified
- Cross‑site pattern detection to highlight systemic issues before they compound
- Seamless integration with Veeva, Medidata, Oracle, and custom data sources without replacing existing workflows
- SOC 2 Type II, 21 CFR Part 11, and HIPAA‑aligned security with encryption at rest and in transit