Change SaaS usage meters without surprise invoices, revenue leakage, or avoidable customer disputes.
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You say
I am changing our API billing meter from total requests to successful 2XX responses. Here are the old and new event definitions and a sample of last month's logs.
Your agent does
Usage Meter Change Decision: Decision: Proceed to Shadow Run Risk Score: 4 Summary: Transitioning to 2XX only reduces billable volume by 3% based on logs. Revenue impact is minimal but requires a contract update to define 'successful request'.
What you get
About this skill
Change SaaS usage meters without surprise invoices, revenue leakage, or avoidable customer disputes.
This skill compares meter definitions, event sources, aggregation, deduplication, billing periods, contracts, invoice simulations, dual-run results, and rollback.
✔ Detect billing drift ✔ Test historical invoices ✔ Segment customer impact ✔ Control safe cutover
Perfect for SaaS billing, finance, product, engineering, revenue operations, and customer success teams.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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