Stackpack launches real-time AI token monitoring for finance teams

Stackpack has launched AI Token Attribution, a tool that gives CFOs real-time visibility into AI usage, spending, and per-employee consumption across OpenAI, Anthropic, and Cursor. The release aims to help finance teams treat AI as a measurable operating cost and tie usage more directly to ROI. Why it matters: - Finance teams are getting a new way to track AI as a business expense, not just an IT line item. - Stackpack’s launch is meant to show who is using AI, which models they are using, and how much each interaction costs. - The tool is aimed at helping CFOs manage AI spend the same way they manage headcount and software budgets. What happened: - Stackpack on Monday launched AI Token Attribution, a product for finance leaders that provides real-time visibility into AI consumption across employees, teams, models, and costs. - The platform is rolling out this month to customers on Stackpack’s Standard Plan. - Initial support covers OpenAI, Anthropic, and Cursor. The details: - Stackpack connects to the APIs and billing systems of the AI tools companies already use. - The platform tracks total token usage, per-model token usage, and per-user token usage for OpenAI. - Stackpack also tracks token consumption across all plans and user logins for OpenAI Codex. - For Anthropic, Stackpack tracks total token usage, per-model token usage, and per-user token usage. - The platform tracks token consumption across all plans and user logins for Anthropic Claude. - For Cursor, Stackpack tracks total tokens and tokens per user/API. - Stackpack captures which model was used, who used it, when it was used, and how much it cost. - Finance leaders can see the data in real time instead of waiting for monthly invoices. - Setup takes under an hour. - Additional platforms are expected to roll out throughout 2026. - Finance teams can visit Stackpack’s website for a demonstration. - Stackpack also links to its LinkedIn page . Between the lines: - The launch reflects a broader shift: AI usage is creating variable costs that can rise faster than traditional software subscriptions. - Stackpack is positioning AI consumption as a third operating category alongside people and software. - The company is framing the product as financial infrastructure, not a developer dashboard. - Sara Wyman, Stackpack’s founder and CEO, said finance teams need the same visibility and accountability for AI spend that they have for headcount. What’s next: - Stackpack says the next phase will connect AI consumption data to business outputs. - The company wants CFOs to measure whether AI investment is producing measurable return. - More AI platforms will be added through 2026. The bottom line: - Stackpack is trying to make AI usage visible, allocable, and manageable for finance teams before the category becomes a bigger drag on margins.