洞察
源自实践的洞察。
关于采购与供应链转型中的所见所得，以及 AI 真正发挥作用之处的简短、务实的文章。
- 01What is AI orchestration in procurement?AI orchestration in procurement means agents and models running inside Source-to-Pay workflows with an owner, thresholds and an audit trail. Definition, the six workflows where it already works, and what it needs first.
AI 编排 · 5 分钟阅读
了解更多 - 02How to prepare S&OP for AI: the foundations that make demand sensing workAI improves S&OP only when one cycle, one set of numbers and clear decision rights already exist. The four foundations, the AI use cases that follow, and how to measure them.
供应链 · 5 分钟阅读
了解更多 - 03ISO/IEC 42001 for a procurement function: where to startISO/IEC 42001 is the management-system standard for AI. For a procurement or supply chain function, it starts with a use-case register, risk classification and decision rights, then controls, monitoring and audit.
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了解更多 - 04What is Source-to-Pay consulting and when do you need it?Source-to-Pay consulting designs procurement as one process from sourcing to payment, with the operating model and the platform behind it. What it covers, when it pays, how it runs.
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了解更多 - 05How to run a procurement diagnostic in ten weeksA procurement diagnostic sets the facts, the baseline and a value case leadership can sign in three to six weeks, then the target operating model by week ten. Plan, data, deliverables.
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了解更多 - 06How AI orchestration resolves Source-to-Pay exceptions at industrial scaleAI orchestration resolves Source-to-Pay exceptions by reading documents in context, triaging anomalies within thresholds and escalating to a buyer only above them. Architecture, governance, a documented case.
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