Hybrid search, graph indexing, and vector-symbolic memory for AI agents
Make your website usable by AI agents and see everything they do
Stage
Startup
Startup
Founded
2026
2026
Based in
US
CH
Pricing model
Open source
Freemium
Pricing
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.
Not given
Key features
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
Automatic WebMCP injection for forms and actions
AI agent analytics and observability
Agent instructions, guardrails, and routing
Automatic form and action detection
One-script install with zero configuration
Real-time agent interaction tracking
WebMCP protocol implementation
Custom agent prompts and behavior configuration
What makes it different
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
One script tag installation with zero configuration required
Built on open standard WebMCP, not proprietary technology
Real-time observability of AI agent activity and conversions
No website rebuild required to make forms agent-ready
Dashboard control for agent instructions and guardrails
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