# How we built real-time usage metering that doesn't lie to your CFO

Page: https://stenobird.com/podcast/the-good-tech-companies-6882802/how-we-built-real-time-usage-metering-that-doesn-t-lie-to-your-cfo
Text version: https://stenobird.com/podcast/the-good-tech-companies-6882802/how-we-built-real-time-usage-metering-that-doesn-t-lie-to-your-cfo.md
Podcast: [The Good Tech Companies](https://stenobird.com/podcast/the-good-tech-companies-6882802)
Published: 2026-06-04T07:03:19+00:00
Episode link: https://share.transistor.fm/s/a6ae41a1
Audio file: https://media.transistor.fm/a6ae41a1/59862308.mp3
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JSON: https://stenobird.com/v1/public/podcasts/the-good-tech-companies-6882802/episodes/how-we-built-real-time-usage-metering-that-doesn-t-lie-to-your-cfo
Duration seconds: 898

## Resource

This story was originally published on HackerNoon at: https://hackernoon.com/how-we-built-real-time-usage-metering-that-doesnt-lie-to-your-cfo . AI costs happen in real time, but invoices don't. Learn why event-first billing and real-time usage metering are becoming critical for AI profitability. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories . You can also check exclusive content about #ai-billing-architecture , #ai-cost-attribution , #real-time-usage , #ai-margin-visibility , #event-first-billing , #billing-systems , #balance-based-billing , #good-company , and more. This story was written by: @credyt . Learn more about this writer by checking @credyt's about page, and for more stories, please visit hackernoon.com . Most AI billing systems settle usage at month-end, creating a dangerous gap between when costs occur and when revenue is recognized. As AI workloads become more variable and expensive, companies lose visibility into per-customer profitability and margin. Real-time billing solves this by making the customer balance the source of truth, pricing and settling every usage event instantly instead of waiting for invoice reconciliation.

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## Transcript

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