AI Safety Monitoring

See Everything. Miss Nothing.

Panoptes is a real-time safety and compliance monitoring platform for schools using AI tools. Crisis alerts in seconds, not days. Guardrail enforcement. Audit-ready reports for PIPEDA and Quebec Law 25.

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Who Is Panoptes For?

Real-time AI safety monitoring for the people responsible for student safety and regulatory compliance.

School Directors

Responsible for student safety across your school? Panoptes gives you real-time visibility into every AI interaction. See crisis flags the moment they happen, not buried in server logs.

School Board Administrators

Managing AI tools across multiple schools? One dashboard shows safety events from every connected source. Export audit-ready compliance reports for PIPEDA and Quebec Law 25.

IT Administrators

Deploying AI tools for your district? Panoptes monitors for prompt injection, jailbreak attempts, and data leakage across all connected systems. Secure API key authentication per source.

Safety Monitoring, Built for Schools

Eight layers of protection between your students and AI risk.

Crisis Detection

Instant alerts for self-harm, abuse, and crisis language. Flags are raised in seconds, not days. Configurable severity levels and escalation paths.

Harmful Content

Blocks requests related to weapons, drugs, and violence. Content classification catches what keyword filters miss. Continuous pattern updates.

Prompt Injection

117+ attack patterns monitored in real time. Detects jailbreak attempts, role manipulation, instruction override, and encoding tricks.

Data Leakage

Monitors AI output for leaked personal data, system prompts, and internal instructions. Prevents sensitive information from reaching end users.

Audit Trail

Every safety event timestamped and logged. Export compliance reports ready for PIPEDA and Quebec Law 25 audits. Full event history with filtering.

Guardrail Enforcement

Off-topic detection, blacklist enforcement, and time-based access limits. Define the boundaries, Panoptes enforces them across every connected AI tool.

Instant Alerts

Configurable email notifications for safety events. Set thresholds by severity, category, or source. Never miss a critical flag.

Multi-Source

Connect any AI tool via secure API. Monitor Mnemosyne, Aethon, or third-party AI systems from a single dashboard. One API key per source for clean attribution.

Built in Montreal. Data Stays in Canada.

Panoptes is coming soon. Designed for school directors and school board administrators who need eyes on AI.

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