By George Hannaford
Publication Date: 2025-11-23 03:07:00
For years, procurement teams were told that dashboards would solve their visibility problems. The idea was simple: visualize expenses, see suppliers, uncover opportunities.
Instead, dashboards became just another destination—a place where answers might exist, but only after navigating filters, exporting spreadsheets, and manually comparing numbers. Meanwhile, supplier risk is rising faster, ESG pressures are rising, and internal stakeholders want answers in minutes rather than in the next reporting cycle.
Purchasing does not suffer from a lack of data.
There is a lack of intelligence at the moment when decisions have to be made.
And this is where agent AI begins to permanently change the function.
Why purchasing needs a new level of intelligence
1. The volume of data has overtaken human processing
- Invoices, contracts, supplier reviews, ESG metrics, market data – procurement teams can no longer interpret everything manually.
2. Risk movements in real time
- A supplier risk signal can…
