KnowQL

Every enterprise AI agent starts from zero on every query — retrieving, reranking, looping through chunks that miss the answer 40% of the time on hard questions. Pinecone Nexus shifts the paradigm from retrieval-time guessing to compile-time knowledge: 100% vs 66% task completion in legal research, 9-15x token reduction, and accuracy gaps that expose RAG's structural limitations.

Pinecone Nexus + Microsoft OneLake launched June 3 with 97% token cuts and 90%+ task completion. Here's the RAG-to-knowledge-engine ROI math for CIOs.