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Vigilator
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About Vigilator
Vigilator provides a centralized platform for monitoring and controlling AI agents by inserting a human decision layer. Agents pause when they encounter uncertain or high-stakes decisions and route requests to a shared inbox where team members can approve, reject, or edit them. The system tracks all agent activity in real time, allowing supervisors to intervene when behavior appears incorrect or risky. Interrupts are classified and automatically routed to the appropriate team based on predefined rules, with escalation chains ensuring no request goes unanswered. Analytics dashboards display approval rates, response times, and workload distribution to help organizations refine agent policies. The tool integrates with existing systems via webhooks and APIs, pushing decisions and events into external infrastructure while maintaining a comprehensive audit log of all actions. Roles and permissions can be configured to control access at the organization, team, or individual level.
Key features
- Shared inbox for human approvals and edits
- Live agent activity monitoring
- Automated interrupt classification
- Escalation chains for unanswered requests
- Role-based access control and team isolation
- Webhook and API integrations
- Audit logging with CSV export
- Dynamic access control
Use cases
- Supervising high-stakes AI agent decisions
- Monitoring agent behavior in real time
- Managing approval workflows for agent actions
Pros
- Human-in-the-loop control for AI agents
- Real-time monitoring and live agent visibility
- Automated interrupt classification and routing
- Detailed analytics on approval rates and response times
- Audit logging with searchable history and CSV export
Cons
- No free tier beyond Hobby plan
- Limited to 100 inbox requests in Hobby plan
- Requires integration with existing agent frameworks
- Enterprise pricing is custom and not publicly listed
Frequently asked questions about Vigilator
Which frameworks does Vigilator work with?
Vigilator integrates with any agent framework that can make API requests, as it raises interrupts via standard HTTP calls. The tool provides an OpenAPI specification and interactive reference for seamless integration.
Is there an audit trail of what people and agents did?
Yes, Vigilator maintains a searchable audit log that records all actions, including approvals, rejections, escalations, role changes, and agent activities. The log can be filtered by person, category, and time, and exported to CSV.
How can I get useful notifications about Vigilator?
Vigilator sends notifications via email or in-app alerts when an interrupt requires attention. Escalation chains ensure follow-up if no response is received, and webhooks can push decisions and events into external systems.
What is the role of Argus in Vigilator?
Argus is an optional AI coworker that summarizes and classifies interrupts, flags risky requests, and drafts suggested decisions to help reviewers respond more efficiently.
How does Vigilator handle escalation when no one responds to an interrupt?
Vigilator allows users to set rules for escalation based on wait time, classification, or team. If no response is received, the request is automatically routed to the next reviewer in the escalation chain.
What security measures does Vigilator implement?
Vigilator is designed with security at its core, using plain HTTP and providing an OpenAPI specification. The tool emphasizes transparency and secure handling of data through its architecture.
