Vector Search and Pinecone
We implement Pinecone-backed retrieval services for AI copilots, enterprise knowledge assistants, and recommendation systems with strong governance controls.
Namespace and metadata strategy
Embedding refresh and index lifecycle
Cost-aware scaling and SLA monitoring