What it sells
Real-time semantic search for Conversational AI
Business model breakdown
Buyer: who owns the budget?
UnverifiedEngineering lead / developer at AI product companies.
Trigger: what makes them buy now?
Retrieval latency (~350 ms cloud RAG) breaks real-time voice AI.
Workflow: what inputs become what output?
Index documents with Moss, query locally with unlimited local queries instead of calling a vector DB and embedding API.
Economics: what it saves and how it charges
Subscription tiers with storage/egress/ingest overages; claims 32x faster retrieval and ~20% lower cost versus cloud RAG pipeline.
Distribution: how it reaches customers
Self-serve free signup, docs, framework integrations, MCP server, enterprise demo.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Fall 2025 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.