Context management
Contextual AI
Unified context layer for enterprise RAG agents: datastores, query rewriting, rerank, grounded generation
Commercial
What it is
Our note
Contextual AI builds the retrieval layer itself rather than reselling a vector database: agents get query decomposition, reranking and grounded generation over company datastores with sentence-level attribution. Priced for enterprise RAG-agent deployments (Qualcomm, ShipBob cited on site).
At a glance
- Business model
- Commercial
- Pricing
- On-demand PAYG; Parse $3/1k pages basic, $40/1k standard multimodal; Rerank-v2 $0.05/1M tokens; Generate $3/$15 per 1M tokens in/out pricing page ↗
- Self-hosting
- No, hosted only
- Access
- REST API and Python/TS SDKs; Agent Composer UI; hosted datastores
Links and sources
- Official sitecontextual.ai
- Pricingcontextual.ai/pricing
- Sourcedocs.contextual.ai
Facts verified nov 10, 2026; added nov 10, 2026. Vendor facts come from the vendor’s own pages; benchmark claims are self-reported unless we say otherwise.