Pinecone Nexus Goes GA: The Real Ceiling Isn't the Model
Pinecone shipped Nexus to general availability on August 6 with a single claim that cuts against the prevailing AI narrative: enterprise agents hit a knowledge ceiling long before they hit a model ceiling. The benchmark data backing the claim is the interesting part — 77% to 80% cost reductions at parity or better accuracy on knowledge-intensive agent work, plus a 24.6% to 55.1% resolution jump on Pinecone's own support queue. Here's why the architecture matters for anyone building or buying enterprise agents.