Features
Agent failure detection via Slack integration
Automated trace analysis and root cause identification
Agent swarm triage of production issues
Agent Judge for long-horizon agent evaluation
Compare runs to validate fixes before shipping
Production data replay for testing
Multi-session failure pattern discovery
Automated behavior tracking and recurrence alerts
Slack-native investigation interface
Custom eval criteria creation
Integration with LangSmith (inferred from docs)
One-search across all connected data sources
Automated intelligence briefings with leads
Jail call analysis and key statement extraction
OSINT research and digital footprint analysis
Report writing assistance (40 min to 7 min per case)
Real-time BOLO and wanted persons alerts
Body-worn camera analysis and redaction
Cell phone and LPR analysis
Command staff support: briefings, policies, budgets
Department performance reviews
One day setup, no data migration
Free for U.S. veterans with paid agency deployment
