Features
SQL interface for APIs, databases, and files
Cross-source JOIN queries (e.g., Slack × Linear)
Automatic authentication, pagination, and rate limiting
Schema mapping and semantic hint learning
MCP (Model Context Protocol) support
Hot-path caching for repeated queries
Source spec system for custom integrations
OpenTelemetry observability
Access control and RBAC (Team/Enterprise)
Admin tools: social sign-in, user roles, team filtering (Team)
SAML/SCIM, audit log, agent policy controls (Enterprise)
Source connector evals and custom development (Team/Enterprise)
Self-hosted or managed deployment options
Fully managed vector database
Automatic index tuning and upgrades
Writes acknowledged in under 100ms
Consistent p99 latency at any scale
Metadata filtering during queries
Namespace-per-agent isolation
Dense, sparse, and full-text indexes
Hybrid search (vector + BM25) via Pinecone Nexus public preview
Integrated embedding and reranking (Cohere Rerank 4.0 Fast GA)
Customer Managed Encryption Keys (CMEK)
Open-source monitoring stack (June 2026)
Multi-region and multi-cloud support (AWS, GCP, Azure) on Builder+
