Why Traditional SaaS Freemium Fails for AI and How to Monetize the Compute
AI products can’t afford free tiers that burn compute like classic SaaS because each request incurs costly GPU usage. Vikas Kansal of Google AI explains that instant value must be offered while limiting free magic, using tiered caps, usage meters, and premium features that justify subscription costs.