Predicting the future of business spend, faster
Coupa + MIT Data Science Lab move beyond sentiment
Procurement Maturity Model: An AI-Powered Growth Roadmap
Discover how CPOs and procurement leaders are transforming their organizations from reactive, compliance-focused functions into strategic growth drivers. This comprehensive roadmap reveals the four-stage procurement maturity model that enables Autonomous Spend Management through AI-native technology.
Measure your maturity to find the gaps that slow you down and get a custom roadmap to eliminate manual tasks and grow your business at scale. Take the Assessment

The time to embrace AI is now. In today’s dynamic market, those who leverage technology to gain foresight and optimize operations will stay ahead. It’s not about replacing people with AI, but augmenting their capabilities and evolving alongside the technology.
— Josh Waldron, Scale AI
Transform procurement from a cost center to a growth engine
Traditional procurement, focused on compliance and control, holds back durable growth and resilience. To compete today, companies need to embed AI and automation at every stage of the procurement cycle. In fact, 94% of CPOs plan to invest in generative AI, and nearly 50% noted a double return on investment (ROI) after deploying it.*
Companies that embrace proven, AI-native technology are better positioned to respond quickly and intelligently to market changes and unlock tremendous financial opportunity.
*Deloitte, CPOs steering GenAI in procurement through uncharted waters, survey, 2024
Master the four-stage procurement maturity journey
This roadmap outlines the typical stages of growth for procurement functions: from Tactical & Operational through Sourcing Mastery, Category Strategy, and Autonomous Spend Management. Each stage shows how to align AI-native technology investments with people and processes to become a value enabler. AI evolves from automated to augmented intelligence, ultimately moving toward autonomous intelligence.





