Why autonomous procurement still needs human governance
AI agents can accelerate sourcing and analysis, but authority, evidence and accountability must remain explicit.
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Research, perspectives and product insights on AI, sourcing, supplier intelligence, global operations and Procurement-as-a-Service.
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Explore the operating, technology and governance shifts redefining procurement.
AI agents can accelerate sourcing and analysis, but authority, evidence and accountability must remain explicit.
Traditional scorecards rarely capture concentration, dependency and changing external risk soon enough.
A durable architecture separates transaction, functional, reporting and display currencies while preserving rate history.