KOR field notes · category index
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Practical analysis for applying AI to procurement workflows and decision systems.
KOR’s Procurement AI Readiness–Realisation Matrix separates organisational preparedness from adopted, measurable value so CPOs can make better decisions about experimentation, foundations and scale.
A five-stage procurement AI maturity model with explicit hard gates, observable evidence and leadership decisions for moving from experimentation to controlled, adaptive scale.
Procurement teams can run numerous AI pilots while remaining poorly prepared to scale them. This framework shows CPOs how to assess readiness, realised value and the strength of the evidence behind both.