Predicting the future of business spend, faster
Coupa + MIT Data Science Lab move beyond sentiment
Transform your buying processes into a competitive edge
Leaders at winning fast-growth companies use automation and AI to turn every part of the purchasing process into transformation levers that drive profitability at scale, improve compliance, free up capital, empower strategic work, and reduce risk.
The key is to build and maintain a responsible buying culture without adding operational burden.

This guide is for leaders at fast-growth companies. If your current purchasing processes aren’t keeping up with growth, download the guide to learn:
- What a responsible buying culture is and why it matters
- How unified spend management processes on an AI-native platform help you create and maintain that culture as your company grows
Questions you might have before reading this guide:
What if formal procurement roles don't exist at my company?
- This guide explores a strategy that doesn't require a hard-fought investment in formal procurement roles. The focus is on a technology investment, not headcount.
Does this guide cover procurement maturity?
- Yes. It first defines a responsible buying culture and then connects it to excellence in procure-to-pay. This is the foundational stage of procurement maturity, which is how a company's procurement function evolves over time to help the company respond faster and smarter to changing market conditions.
What is procurement maturity?
- As your company grows and needs change, your teams will expand the ways they obtain goods and services and drive value from them. Accelerating these processes without blocking growth and enhancing them with AI insights, repeatedly, without losing spend visibility and control is called procurement maturity.





