Gist: Coupa publishes research showing direct procurement disruptions cost organizations $16 million annually, largely due to legacy systems, fragmented data, and integration complexity. It frames AI-driven procurement modernization as a way to improve risk detection and supply chain resilience.
Signal reason: It describes AI-driven capabilities and modernization of direct procurement workflows as the primary solution.
