Features
Automatic memory classification (facts, preferences, rules, summaries)
Targeted recall across conversations and documents
Selective semantic search with token cost optimization
Explainable results with entity, time, and source provenance
Memory graph visualization of relationships
Observability dashboard (memory creation, recall usage, cache hit rate)
LLM-agnostic (works with any model provider)
Drop-in SDK with zero configuration
SQL-native storage (BYODB or Memori Cloud)
Trace-native memory (captures agent execution)
Memory pooling and ReBAC access control
Tokenless recall with cached snippets
Hermes Agent integration for persistent memory
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
