Features
Automated monitoring of production logs, metrics, and data
Anomaly detection for silent data correctness issues (table monitoring, SDK metrics)
Alert de-noising and false positive filtering via sub-agents
Root-cause analysis with documented investigation steps and citations
AI-suggested code fixes and PR creation
Persistent organization memory that learns from past issues and human feedback
PII masking for sensitive data (email, API keys, credit cards, etc.)
MCP server for connecting AI agents (remote or local)
CLI with machine-readable --json mode for scripting and agent integration
Bulk close stale issues in one operation
Slack & Teams notifications and ad-hoc investigations
On-premises and BYOC deployment options
Role-based access control (RBAC), SSO, SCIM provisioning, audit logs
Custom PII masking and BYOK support
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
