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.
- 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.


