The COST LAW: How We Keep AI Free Without Going Broke

Every AI call costs money. The challenge: how do you offer AI tools to 30,000 rescue organizations for free without burning through runway?

The answer is the COST LAW dispatcher.

THE DISPATCHER

Every AI request on the platform goes through a routing layer before touching a model. The dispatcher asks: what is the cheapest model that can handle this task adequately?

The order: Groq Llama 3.3-70B (free tier, ~$0 cost) first. If Groq is unavailable or the task needs more capability: Gemini 1.5 Flash (Google free tier). If still insufficient: GPT-4o-mini at $0.15/1M tokens. Premium tasks only: Claude Haiku or Sonnet.

THE MATH

90% of rescue writing tasks — adoption bios, social posts, volunteer recruitment — work perfectly on Groq at zero cost. 8% need GPT-4o-mini at fractions of a cent. 2% need premium models for complex grant narratives.

Average cost per rescue AI task: approximately $0.000007. For 10,000 rescue tasks per month: $0.07. That is not a typo.

THE RESULT

Rescue organizations get Fortune 50-quality AI writing tools. The platform keeps its promise of free forever. And every premium subscriber subsidizes a ratio of approximately 1,000 free rescue tasks.

That is a business model we can defend to anyone.