Pinecone introduced Nexus, a persistent knowledge layer designed to provide artificial intelligence agents with corporate tribal context. The platform utilizes dynamic code execution, hybrid storage engines, and declarative manifests to reduce token consumption by up to 90 percent while improving query accuracy.