AI enables a fundamental shift in business models away from selling access (per seat) or usage (per token) towards selling results. For example, customer support AI will be priced per resolved ticket. This outcome-based model will become the standard as AI's capabilities for completing specific, measurable tasks improve.

Hanover Park's CEO argues the era of selling software tools is ending. The next wave of successful B2B companies will be "AI native services" that use agents to deliver concrete business outcomes, fundamentally shifting the model from selling tools to selling guaranteed results.

Selling software tools puts companies in direct competition with ever-improving foundation models. Sequoia Capital's Julien Bek argues the defensible play is to build a "software business that masquerades as a services firm," selling completed work and capturing the larger services market.

In categories like customer support, where AI can handle the vast majority of queries, charging per human agent ('per seat') no longer makes sense. The business model is shifting to be outcome-based, where customers pay for the value delivered, such as per ticket resolved or per successful interaction.

The dominant per-user-per-month SaaS business model is becoming obsolete for AI-native companies. The new standard is consumption or outcome-based pricing. Customers will pay for the specific task an AI completes or the value it generates, not for a seat license, fundamentally changing how software is sold.

Hanover Park's CEO argues B2B SaaS is dead. The winning model isn't selling another tool prone to commoditization, but building an “AI-native services company” that uses technology and experts to deliver a complete business outcome, effectively solving the entire customer problem.

SaaS companies are being disrupted not by better tools, but by AI that delivers the outcomes customers want. The winning strategy is to shift from selling software licenses to selling a guaranteed result, becoming an 'AI-native services business.' This changes the business model from high-margin software to a hybrid with lower but still scalable margins.

The rise of AI agents enables a move away from traditional per-seat SaaS pricing. Instead of selling access to a tool, entrepreneurs can sell a specific, guaranteed outcome delivered by an agent (e.g., a daily brief of competitor activity), transitioning to an outcome-based revenue model.

The B2B software business model is evolving from licenses and subscriptions toward outcome-based pricing, where customers pay for successful task completion. While currently limited to measurable areas like customer support, this model represents the next major disruptive wave as AI makes more outcomes quantifiable.