According to Crunchbase News AI, the shift from SaaS to AI-native software hinges on the ability to automate knowledge-worker tasks and charge based on outcomes rather than user seats. However, this transition may face hurdles in industries where human judgment remains critical, such as legal and healthcare. The report suggests that vertical-specific platforms with proprietary data moats will dominate, but it overlooks the potential for horizontal AI solutions to evolve and compete. The real test will be whether these AI-native platforms can deliver consistent ROI while navigating regulatory and operational complexities.