While most companies posture as AI-forward, some incumbents like Deloitte are taking a deliberately conservative stance. This is a conscious marketing effort to appeal to risk-averse clients, positioning caution as a competitive advantage against other Big Four accounting firms.
The most sophisticated AI users aren't locking into one provider. Faced with a 13x annual increase in token costs, they leverage multiple models and routing platforms like OpenRouter to optimize for price and performance. This behavior suggests a future of model commoditization, not monopoly.
Despite widespread narratives, business spending data shows no significant shift away from traditional SaaS models. The two core predictions of the "SaaSpocalypse"—the death of major SaaS players and a move away from seat-based pricing—are not supported by current business behavior.
Unlike traditional enterprise software, the AI vendor landscape is exceptionally fluid. Ramp's data reveals monthly leadership shifts, such as Anthropic surpassing OpenAI in business usage and Cursor overtaking GitHub Copilot, indicating low switching costs and rapid innovation cycles.
The narrative that model providers will easily disrupt SaaS is flawed. Incumbents like Figma can integrate the same frontier models as challengers (e.g., Anthropic) while benefiting from their established products, distribution, and user trust, creating a level playing field on the core technology.
With 80% of revenue tied to token usage, leading model providers are not incentivized to offer features like auto-routing to cheaper models. This business model conflict creates a competitive vulnerability and an opportunity for third-party tools like Cursor to win by optimizing developer experience and cost-efficiency.
The AI gold rush isn't just about foundation models. A new ecosystem of SaaS tools is emerging to manage AI, such as AEO (Answer Engine Optimization) software that helps businesses track their performance within AI models. These represent entirely new, fast-growing markets.
While many SaaS vendors like Adobe and HubSpot are introducing token-based pricing for AI features, actual business adoption remains negligible at around half a percent of spend on those platforms. This signals that the predicted shift away from seat-based models is far from imminent.