AI Infrastructure · Multi-Cloud
Pinecone
Managed vector database for RAG, deployed across AWS/GCP/Azure with a serverless architecture that separates storage (object store) from query compute. The index, not a model, is the product.
Foundation proximity: Middleware / wrapper
Foundational models & how they consume them
Primarypartner embedding models· vector infra (no model) · Middleware / wrapper
Cloud & datastore
Multi-Cloudproprietary vector databaseCompliance
SOC 2HIPAAISO 27001Others that build on middleware / wrappers
AirbyteAT&TAutodeskClickHouseComcastConfluentExplore
FAQ
Does Pinecone use a foundational AI model?
Pinecone uses partner embedding models (Middleware / wrapper).
What cloud does Pinecone run on?
Pinecone runs on Multi-Cloud.
What database does Pinecone use?
Pinecone uses proprietary vector database.
How close does Pinecone run to the foundational model?
Pinecone is Middleware / wrapper — further out, trading control for convenience.
Sources
pinecone.io ↗Also on the map
← Full orbit map (260 companies) · Score your own stack →
Architecture inferred from public sources · confidence medium · verify before betting on a detail.