Indeed, The Hackett Group's research found that technology is changing the way procurement professionals work, and the best P2P solutions are using automation to create virtually touchless e-procurement environments, taking humans out of the equation. They also capture a tremendous amount of data to continuously improve spend visibility, while setting the foundation for the application of generative artificial intelligence to uncover new approaches for spend cost improvement, improve channel management and even rearchitect supply chains to reduce continuity risks. The research from The Hackett Group ® found that top-performing P2P solutions providers enable companies to achieve dramatically higher value creation than typical companies, including: Three solutions providers achieved Digital World Class ® status in the P2P Hackett Value Matrix: Coupa, JAGGAER and SAP.