An always-on monitoring system that tracks your defined external sources and emits structured, validated events when meaningful changes occur. Humans define what matters. Systems watch continuously. Humans decide and act.
Structured Output Schemas
Define exactly what data you need extracted from each source with validation rules and confidence scores.
Continuous Monitoring
24/7 watching of websites, portals, and publications. Never miss a change outside working hours.
Human-in-the-Loop
Confidence thresholds route high-risk events for human review while auto-logging routine changes.
Integration Ready
Slack, email, webhooks, and direct database connections. Fits into your existing workflows.