How to Drive ROI with AI

AI is everywhere, but ROI isn’t. Here’s how to close the gap.

AI adoption is accelerating across every industry, but profitability isn’t keeping pace. Compute costs are volatile, usage is unpredictable, and legacy pricing models weren’t built for this new reality. Too often, businesses find that margins shrink even as adoption grows.

Closing this gap requires rethinking monetization from the ground up—how you design pricing, track usage, and turn AI innovation into measurable returns.

In this playbook, founders, executives, and finance leaders will learn:

• Why traditional SaaS pricing models break down in AI
• How usage-based and hybrid pricing create sustainable, scalable growth
• The modern infrastructure required to track usage, bill accurately, and protect margins