{"name":"Moss","domain":"moss.dev","url":"https://optimly.ai/brand/moss","is_claimed":false,"categories":["ai-machine-learning"],"headers":[{"header":"Overview","sections":[{"key":"short_description","label":"Tagline","shape":"text","content":"Sub-10ms retrieval latency (up to 100x faster than vector databases), no vector databases required, eliminates network hops, runs directly in browser/edge/device/cloud, 20% lower cost compared to cloud RAG pipelines.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://moss.dev","updated_at":"2026-10-04T00:03:22.907000+00:00"},{"key":"description","label":"Description","shape":"text","content":"Moss provides a low-latency (<10 ms) retrieval layer for real-time AI systems, designed to replace traditional vector databases. It eliminates network hops and runs directly in the browser, edge, device, or cloud, enabling faster and more cost-effective AI applications like voice agents, copilots, and on-device AI.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://moss.dev","updated_at":"2026-10-04T00:03:22.907000+00:00"}]},{"header":"Offerings","sections":[{"key":"core_capabilities","label":"Core capabilities","shape":"text","content":"Low-latency retrieval layer for real-time AI systems\nan alternative to vector databases for RAG; SDKs for Python and TypeScript.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://moss.dev","updated_at":"2026-10-04T00:03:22.907000+00:00"},{"key":"pricing","label":"Pricing","shape":"text","content":"Not specified, likely a usage-based or enterprise model with a free tier/trial available.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://moss.dev","updated_at":"2026-10-04T00:03:22.907000+00:00"}]},{"header":"Audience","sections":[{"key":"target_industry","label":"Target industry","shape":"text","content":"Teams building real-time AI systems, developers, enterprises focused on voice AI agents, AI copilots, in-app search, and on-device AI.","source_type":"1p_website","source_label":"Brand's website","source_url":"https://moss.dev","updated_at":"2026-10-04T00:03:22.907000+00:00"}]},{"header":"Landscape","sections":[{"key":"competitors","label":"Competitors","shape":"links","content":[{"url":null,"name":"ChromaDB"},{"url":null,"name":"Qdrant"},{"url":null,"name":"Pinecone"},{"url":null,"name":"Weaviate"}],"source_type":"1p_website","source_label":"Brand's website","source_url":"https://moss.dev","updated_at":"2026-10-04T00:03:22.907000+00:00"}]}],"last_refreshed_at":"2026-10-04T00:03:22.907000+00:00","last_changed_at":"2026-10-17T23:21:32.443561+00:00","claim_url":"https://app.optimly.ai/sign-up?claim=0f90f8b9-0e14-4bb2-a972-a8482dd3b78d"}