OpenAI shipped new credit usage analytics and granular spend controls for ChatGPT Enterprise on June 18. The Global Admin Console now shows credit burn across ChatGPT and Codex in one place, with per-group and per-user credit caps and a unified Cost API. The same week, Microsoft was publicly weighing a fine-tuned DeepSeek V4 for Copilot Cowork as a cost-control move. https://go.aintelligencehub.com/ma-openaispendcontrols #AI #OpenAI #EnterpriseAI #FinOps
OpenAI ships spend controls and a cost API for ChatGPT Enterprise

OpenAI shipped credit usage analytics and granular spend controls for ChatGPT Enterprise on June 18. Admins get a single dashboard for credit burn across ChatGPT and Codex, plus a Cost API.

Most finance ops are still running accounts payable like it’s 2016: invoices hit Gmail, someone copies fields into Google Sheets, then approval gets chased in Slack.

A better setup is an AI AP agent. It reads the invoice, checks PO and vendor data, routes the approver, flags mismatches, and updates Airtable without the back-and-forth. If you want to automate your business, DM me. #AIAgents #FinOps #WorkflowAutomation

burn is an open-source FinOps CLI for Kubernetes.

Shipped billing reconciliation in burn v0.4.0. It pulls actual AWS CUR or Azure Cost Management data and shows the exact dollar difference per node, per disk, per load balancer.

https://github.com/tanrikuluozlem/burn

#Kubernetes #FinOps #OpenSource #DevOps

GitHub - tanrikuluozlem/burn: See what's burning your Kubernetes budget

See what's burning your Kubernetes budget. Contribute to tanrikuluozlem/burn development by creating an account on GitHub.

GitHub

AWS introduced an AI-powered FinOps Agent, which, of course, means we now need Skynet to tell us what Skynet was spending the Skynet money on. So you’ll still be broke, but at least you’ll know why. #TheCloudPod #Episode358 #FinOps

https://www.thecloudpod.net/podcast/358-ai-spend-limits/

​The AI "token monster" is real. Companies that embraced autonomous agents are now facing 7x bill spikes. From #Uber to #Meta, the era of unlimited AI consumption is over. Enterprises are shifting from "move fast" to strict financial guardrails. Innovation is being sacrificed for cost control. The AI gold rush is meeting the wall of reality. #AI #Tech #FinOps #Business
AI is making leadership reports faster than ever. Nobody told the infrastructure it was supposed to stop running after the meeting ended. Here is what it costs https://hackernoon.com/the-report-took-20-minutes-the-gpu-ran-for-3-weeks #finops
The Report Took 20 Minutes - The GPU Ran for 3 Weeks | HackerNoon

AI is making leadership reports faster than ever. Nobody told the infrastructure it was supposed to stop running after the meeting ended. Here is what it costs

Зелёный дашборд adoption — не отчёт. Разговор про AI, к которому ваш финдиректор готов лучше вас

Через квартал-другой в переговорку зайдёт финансовый директор и задаст инженерному руководителю простой вопрос: «Мы потратили на AI вот столько — что получили?» И руководитель откроет дашборд: adoption 87%, 100 ежедневных пользователей ассистента, тысячи промптов. А финдир посмотрит и скажет: «Это сколько вы потратили. Я спросил, что получили». Я работаю приглашённым CTO и этот разговор наблюдал уже не раз. Расскажу, почему дашборд адопшна его не переживает и что мерить вместо него. Без «AI — это хайп» и без «AI всё изменит» — про цифры.

https://habr.com/ru/articles/1048850/

#ai #управление_разработкой #finops #метрики #технический_директор

Зелёный дашборд adoption — не отчёт. Разговор про AI, к которому ваш финдиректор готов лучше вас

Откуда я на это смотрю Захожу в компании временным техническим директором — часто как раз в момент, когда «мы вложились в AI, а результата не видно, разберись». Клиенты под NDA, поэтому пишу под...

Хабр

The thirteenth ignite recording from DevOpsDays Zürich 2026 is online. 🎥

Simon Falsig on cutting two-thirds of your cloud bill with common sense. Not a magic tool. Cost visibility first, then practical cleanup of what nobody remembers provisioning.

Two-thirds reduction with minimal effort, real numbers, real results.

Watch on Vimeo: https://vimeo.com/1195145389
Or YouTube: https://youtu.be/7kjOuITG-bQ

#DevOpsDays #FinOps #CloudCosts

The Inference Reckoning: How to Stop Burning Millions on Cloud LLM Tokens

Imagine checking your enterprise cloud billing dashboard on a Monday morning and seeing a sudden, violent $45,000 spike.

Medium