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OpenAI is powering the next wave of applications โ from AI copilots to GenAI-driven R&D โ and itโs quickly becoming one of the biggest drivers of cloud spending. But OpenAI costs can be difficult to track and break down. Whether youโre using ChatGPT, GPT-4, DALLยทE, or fine-tuned models, understanding exactly what youโre paying for and where costs are coming from is a challenge.
Today, weโre excited to announce our new integration with OpenAI in nOps Inform (formerly known as Business Contexts+).
Now you can automatically ingest detailed billing data from OpenAI into nOps to analyze alongside your other cloud spending, with a powerful set of features for visibility and cost insights, cost allocation to teams, products, or environments, custom reports, dashboards and budgets.
With nOps Inform, you can break down OpenAI costs with granular visibility into your token usage, model types, endpoints, and more โ making it easy to identify waste, attribute costs, and prevent GenAI spending from spiraling out of control.
No need to juggle AWS Marketplace exports or multiple cost analysis platforms โ analyze OpenAI spend alongside AWS, Azure, Kubernetes, other AI providers, and other third party tool spending, for a single source of truth.
Once you take a couple of minutes to set up OpenAI data ingestion into the nOps platform, you can use nOps Inform to allocate 100% of your cloud costs automatically โ saving your team countless hours each month pulling and aggregating data from multiple sources to create reports and dashboards.
nOps makes it easy to allocate OpenAI costs to the right business units with automatic analysis of your and metadata. For example, automatically assign spend to product lines, features, or customer environments.
Whether youโre using OpenAI for generative AI, operating in a multi-cloud environment, or managing shared R&D costs across teams, you can now ensure all expenses are properly categorized. With showbacks and chargebacks to automatically allocate all of your shared expenses, it is easy to budget, forecast, create accountability, and calculate your real Cost of Goods Sold (COGS).
In addition to cost allocation, Inform includes visibility features for DevOps, Engineering, FinOps and Finance:
Inform connects directly to your OpenAI billing data, automatically ingesting and analyzing the data alongside AWS, Kubernetes, and other third-party tool costs. Once configured in nOps, the platform retrieves and processes the export daily, providing unified visibility and actionable insights into your multi-cloud expenses. Check out our for the full documentation.
Last Updated: September 4, 2025, Announcement
Last Updated: September 4, 2025, Announcement
Tagging, showbacks, and cost allocation down to the container level