Enterprise AI adoption spending slows as CFOs demand measurable ROI and token cost controls

According to Crunchbase reporting on SaaS founder pitches, venture capital demand for AI-native SaaS products is shifting as investors and CFOs increasingly require demonstrated return on investment and token cost controls. Founders describe changing pitch dynamics as the market trajectory for AI becomes uncertain and venture capital moves away from traditional SaaS metrics toward hybrid software-and-services models.