What does it take for procurement to become genuinely autonomous? In this episode, Fang Chang, General Manager and Chief Product and Technology Officer, describes how AI agents already negotiate bids, suggest awards and navigate catalogs in production, not in demos. He explains where the hard line sits: customers are not ready to let agents make major strategic decisions on an organization's behalf, so humans review and adjust before execution. The conversation covers the data foundation behind reliable agents, why auditability is built into every step, and what a CFO or CPO should get right first when moving from pilot to production this quarter.
The readiness gap varies: some organizations have harmonized their data, others still run a heterogeneous landscape, and closing that gap is a shared responsibility across SAP, the customer and the partner ecosystem. Network effects multiply the value: the larger the supplier network, the more valuable it becomes for every buyer on it. And when trust is the question, the answer is governance plus data. Agents record every step so decisions stay auditable, and they are grounded on the customer's own buying policies, rules of engagement and sustainability goals.
Episode Chapters 00:00 Welcome to the SAP Autonomous Enterprise Podcast 00:30 Guest introduction: autonomous spend and the five domains 02:43 How real is the vision? 06:59 Where is the hard line for agents? 08:34 Data readiness: how big is the gap and who closes it? 10:39 The business network and its tipping point 12:49 Trust, auditability and human intercepts 14:56 The state of agent development 17:00 The honest first step: governance and data
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