The Model
Customer pays for outcomes — qualified leads, resolved cases, completed research reports — not for software licenses. Vendor provides AI agents (and sometimes humans in loop) to deliver. AaaS — AI-Agent-as-a-Service.
Examples
HubSpot Breeze outcome pricing. Specialized providers like Decagon (customer service outcomes). Emerging startups pricing per-completed-task. The pattern spreads beyond early movers.
Customer Benefits
Spend aligns with value. No capacity planning — vendor handles scale. Reduced integration complexity. Faster time-to-value than DIY agent building.
Customer Risks
Vendor controls the agent — you depend on their quality and availability. Switching costs if the vendor changes pricing or degrades service. Less control over process than in-house. Calculate carefully; long-term economics can favor insource for high-volume workflows.