This is a good point about the shift from feature-based SaaS to outcome based software. I especially agree that businesses should ask how much actual work a tool can complete rather than simply counting AI features. The best AI alternatives will probably be the ones that integrate well with existing systems, automate meaningful workflows, and remain reliable as usage grows. Cost, security, and ease of implementation also matter because a powerful product isn’t useful if it creates more operational complexity than it removes.