Analysis
A Crunchbase News analysis makes a provocative claim: SaaS isn't coming back, and something much bigger -- agentic AI -- is replacing it. The argument is that conventional software-as-a-service, sold by the seat and operated by humans clicking through dashboards, is being displaced by AI agents that perform the underlying work directly.
The pricing implications sit at the heart of the thesis. Per-seat subscriptions assume a human in the loop; when an agent completes the task, the natural unit of value shifts toward outcomes and consumption. That change threatens the predictable, high-margin revenue model that made SaaS the dominant software category of the past 15 years.
“That change threatens the predictable, high-margin revenue model that made SaaS the dominant software category of the past 15 years.”
For founders and investors, the piece reframes the opportunity and the risk. New entrants can attack incumbents by selling results rather than tools, while established SaaS companies face the awkward task of cannibalizing their own seat-based revenue to stay relevant. If the thesis holds, both the architecture and the valuation framework for business software are due for a reset.
