Why procurement AI pilots fail to scale: the data quality root cause explained
Last Update: July 3, 2026by Divyesh Wani
Most procurement AI pilots don’t get cancelled. They just stop being mentioned in steering committees. The vendor demo looked great. The use case was defensible. Four months later, your category managers are back in their spreadsheets, and nobody writes a post-mortem. The project just goes quietly. The 2025 CPO Agenda report by the Hackett Group...
