95% token reduction. 30x faster execution. 90%+ task completion. Today at #MSBuild, we announced a major shift to move reasoning upstream: P…

95% token reduction. 30x faster execution. 90%+ task completion. Today at #MSBuild, we announced a major shift to move reasoning upstream: Pinecone Nexus now integrates directly with @Microsoft OneLake. Traditional AI agents waste tokens stitching raw data together at runtime. At scale, completion rates plummet 60% because we are forcing reasoning engines to do the heavy lifting of data infrastructure. Pinecone Nexus x Microsoft OneLake fixes the infrastructure wall, moving reasoning upstream. ❌ Naive approach: Agent queries raw data ➔ Stitches chunks ➔ Dumps massive context window into frontier LLM ➔ High latency + exploding token costs. ✅ Nexus approach: Nexus integrates with OneLake ➔ Pre-assembles task-specific artifacts ➔ Agent queries structured data via KnowQL ➔ Instant, cited responses. The data your agents need already lives in OneLake. Stop rebuilding data pipelines. Enforce RBAC/ABAC instantly, and track tokenomics via a unified dashboard. 📣 Announcement: https://www.pinecone.io/newsroom/microsoft-onelake-nexus?utm_source=twitterx&utm_medium=organic-social&utm_campaign=nexus_launch&utm_content=microsoft_onelake_pr Media

Source: Pinecone (X) | 2026-06-03