Do you still review the emails AI writes for you? What that small habit teaches us about trust, grounding, and getting AI agents from pilot to production!
What actually happens between the moment a cash manager types “ensure $250K liquidity across our subsidiaries” into Joule and the moment SAP replies “Executed. Audit log ready”? In this walkthrough I trace one real request end to end through SAP Autonomous Finance, through the Cash and Treasury Assistant, the Cash Management Agent, and skills like fetch_overview, and show how the data changes shape at every phase: words become structure, structure becomes meaning, meaning becomes a plan, and a proposal becomes posted transactions plus a complete audit trail. Along the way you’ll see why agents run in loops and not pipelines, why the model never touches the ledger, where the Knowledge Graph and Business Data Cloud quietly do the heavy lifting, and why the road from AI pilots to production runs straight through your data foundation. If data isn’t part of your AI conversation in the boardroom yet, start here.
Do you still review the emails AI writes for you? What that small habit teaches us about trust, grounding, and getting AI agents from pilot to production!What actually happens between the moment a cash manager types “ensure $250K liquidity across our subsidiaries” into Joule and the moment SAP replies “Executed. Audit log ready”? In this walkthrough I trace one real request end to end through SAP Autonomous Finance, through the Cash and Treasury Assistant, the Cash Management Agent, and skills like fetch_overview, and show how the data changes shape at every phase: words become structure, structure becomes meaning, meaning becomes a plan, and a proposal becomes posted transactions plus a complete audit trail. Along the way you’ll see why agents run in loops and not pipelines, why the model never touches the ledger, where the Knowledge Graph and Business Data Cloud quietly do the heavy lifting, and why the road from AI pilots to production runs straight through your data foundation. If data isn’t part of your AI conversation in the boardroom yet, start here. Read More Technology Blog Posts by SAP articles
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