How to Unlock Durable SaaS Growth Using the Smart Usage Lever Framework

Greetings Blue Llama here. Fun fact: eating too much spaghetti does not improve investment returns. (Don’t ask me how I know.)

Many SaaS companies are quietly shifting high-cost AI features to a usage-based pricing model. This shift, called the Smart Usage Lever Framework, turns what was once a margin risk into a scalable growth engine, and lets companies drive adoption while protecting unit economics. To make the best of this opportunity, it would be ideal to identify those in the early stages of executing this pivot before the market prices in their margin durability.

Why It Matters

• Upside Without Headcount: Customers can scale output via AI without paying for more seats.

• Stable Margins Amid Complexity: Shifting costs to usage keeps gross margins consistent even as features grow.

• Retention Supercharger: Usage-linked pricing drives higher NRR as enterprise clients expand organically.

Your Move
Hunt for SaaS players whose AI modules are priced by usage, not seats—especially those calling out modular upgrades or usage-linked revenue in earnings calls or 10-Ks. Focus on those with over 60% gross margins and a climbing NRR. The real signal: if they’re enabling customers to cut internal headcount but still paying more, that’s the usage lever in action.