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SaaS · Analysis + what-if

AI Cost & Gross Margin Analysis

Finds the customers whose AI usage costs more than they pay, then lets you test pricing rules to see which ones fix gross margin

The live demo isn't public yet. Watch the walkthrough below.

The founder in this video is an AI-generated avatar and voice
Who it's for
SaaS founders and finance teams whose AI features have real per-customer costs
Industry
SaaS
Pattern
Analysis + what-if
Built with
anfra and a coding agent

What it does

Finds the customers whose AI usage costs more than they pay, then lets you test pricing rules to see which ones fix gross margin. It includes an in-app copilot. The data is a fictional SaaS company, Inkwell.

Build one like it

Every app here was built by a coding agent on anfra, which is open source. Connect your warehouse, define your metrics once, and ask the agent for the app.