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Salesforce Just Changed The Rules Of SaaS—But Marc Benioff May Have Created A New Problem!

Salesforce is still being framed by much of the market as a company fighting off an AI-driven “SaaS apocalypse,” but that reading misses the more immediate issue emerging inside the model itself. The bigger risk is not that artificial intelligence makes Salesforce irrelevant. It is that artificial intelligence changes how enterprise software creates and captures value. For years, Salesforce thrived on a highly visible seat-based model tied to human users, long contracts, and expanding software footprints across large organizations. AI now complicates that formula. As agents take over lead qualification, customer service, workflow execution, and internal coordination, value increasingly comes from automated output rather than from the number of employees logging into an application. Salesforce’s latest commentary makes clear that it is responding aggressively through Agentforce, Data 360, premium AI editions, Flex Credits, and Agentic Work Units.