Insights
Perspectives from the work.
Short, factual pieces on what we see in procurement and supply chain transformations, and on where AI genuinely helps.
- 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 Orchestration · 5 min read
Learn more - 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.
Supply Chain · 5 min read
Learn more - 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.
AI Orchestration · 6 min read
Learn more - 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.
Procurement · 6 min read
Learn more - 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.
Procurement · 6 min read
Learn more - 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.
Procurement · 7 min read
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