Coupa

Stop starting from scratch. Build category strategies using AI guidance, proven frameworks, and category intelligence.

The Coupa + MIT Data Science Lab Business Spend Index measures real transactions across 10 million buyers and suppliers — not sentiment — with machine learning forecasts up to three months ahead. This edition reveals a two-speed economy across five sectors, and the signals that existing indicators miss.

The finance teams who stay ahead of risk aren't guessing, they're checking their numbers against 11M+ buyers and suppliers. This report gives you 17 KPIs benchmarked against $10T of real transaction data, so you can spot where invoice processing, payment cycles, or compliance checks are slower or costlier than they should be, before it shows up in a month-end review.

The teams who catch problems early aren't guessing, they're checking their numbers against 11M+ buyers and suppliers. This report gives you 17 KPIs benchmarked against $10T of real transaction data. Spot where your process is slower, costlier, or riskier than it needs to be, so you can fix it before it becomes a problem to escalate.

Translate data-driven strategies into sourcing pipelines, supplier actions, and savings.

Most procurement benchmarks are based on surveys. Ours are based on $10 trillion in real transactional spend from 11M+ buyers and suppliers. See where you stand across 17 KPIs spanning sourcing, procurement, invoicing, and payments.