Hybrid search, graph indexing, and vector-symbolic memory for AI agents
Stage
Startup
Startup
Founded
2026
2026
Based in
US
US
Pricing model
Not given
Open source
Pricing
Not given
Open source under Apache-2.0 license. WARM Cloud is in development with usage-based pricing for sync, backup and verification; details to be published at launch.
Key features
Symgora Score: AI plan and opportunity assessment
Symgora Performers: AI workers with defined outcomes and human owners
Symgora Stage: connected operating system for data, tools and controls
Invoice processing and accounts payable automation
Sales inquiry handling and lead follow-up
Product intelligence and roadmap planning
Fulfillment recovery and order exception handling
Six-week implementation methodology
Multi-Performer scaling on shared foundation
Human approval and control guardrails
Hybrid search combining BM25 lexical and vector scoring
Vertex graph vector index with 2.29-2.75x throughput vs hnswlib
Vector-symbolic fact memory with holographic reduced representations
AES-256-GCM encryption at rest with Argon2id key derivation
Signed audit log with Ed25519 and W3C DID identity
Secure purge that overwrites deleted data with zeros
Crash-safe append-only log with checksumming
Native Rust API with Python HTTP client and Node.js bindings
MCP server integration for editors and AI agents
WARM Cloud sync, backup and verification without server access to keys or documents
What makes it different
Purpose-built for mid-market companies, not SMBs or enterprises
Integrated platform combining AI plan, workers, and operating system
Agentic AI that owns outcomes with human oversight built in
Fast implementation: first live Performer in six weeks
Built by technology and business transformation experts
Runs entirely locally in your process with no network calls or telemetry
Encryption at rest built into the open-source engine itself, not an enterprise add-on
Significantly faster vector search than hnswlib with graph-indexed vertex retrieval
Signed provenance and verified audit trail using C2PA, COSE and SCITT standards
Embedded library model eliminates dependency on external services or vendor lock-in
Symgora
warm-rust