Key findings from Coupa’s 2026 Total Spend Management Benchmark Report shows that companies with no structured intake process see an expected manual invoice-handling rate of 47.7%. Structuring intake—vetting a buying need, selecting a compliant supplier, and raising an order before the invoice ever arrives—drives a significant reduction in manual review, with no diminishing returns at scale.
“Organizations looking for proven AI technology to impact margins can no longer rely on static snapshots,” says Kevin Iaquinto, Coupa chief marketing officer. “We found that structuring intake alone drives a 19.5-percentage-point drop in manual invoice review, and that upstream AI investments in sourcing and contracts compound value all the way downstream.”
Key takeaways:
· That downstream effect is the report’s second major finding, and explains why intake matters beyond accounts payable. For the first time, Coupa’s Spend Lab found that on-contract spend and structured spend rise and fall together almost in lockstep, month over month, within the same customer—the strongest relationship in the entire dataset. Intake, contracting, and downstream automation aren’t separate wins; they’re one cascade.
· 42% cited siloed spend data across ERPs as a top challenge, even as 65% plan to lean on data-based sourcing insights to improve margins in 2026.
