Hybrid search, graph indexing, and vector-symbolic memory for AI agents
Stage
MVP
Startup
Founded
Not given
2026
Based in
Not given
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
Find files across Finder, Gmail, Slack, and Google Calendar
Send emails and schedule meetings with voice commands
Review actions before execution or enable auto-execute
Handle multi-step workflows with a single voice request
Works across 20+ apps including Slack, Gmail, Cursor, and Notion
Automatic grammar correction and filler word removal
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
Turn voice into action across multiple apps without switching
Execute multi-step workflows with a single voice command
User maintains full control with review-before-running option
Integrates seamlessly with existing productivity tools and workflows
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
Voice Cursor
warm-rust