OpenAI's CFO just published the scorecard big companies use to judge AI: useful work per dollar. Most owners pay for AI tools every month without ever running that math. Move the sliders and see what yours actually returns.
OpenAI's CFO introduced this as a way to measure AI spend by the value it produces, not just the price of the subscription. Instead of asking what a tool costs, it asks how much useful output that cost buys. The Scorecard applies the same idea to your business.
Cost alone only shows what you're spending. It says nothing about what you're getting back. Grading by output shows whether your AI spend is actually paying off, which is the number that matters when you decide to keep a tool, drop it, or expand it.
Your grade compares what you spend on AI each month against the value it creates: time saved, output produced, and the hourly cost of that time.
They cover your monthly AI spend, how much time your team saves, the value of that time, and how much more your team gets done because of it. Together they turn a subscription bill into a picture of return.
Yes, and no. There's no signup to see your grade and your estimated annual return.
NucoAI is a division of NUCONET USA. We help small and mid-size businesses when AI subscriptions and credits are burning more staff hours than they return in revenue. This Scorecard is one of the free tools we built for that.
A low grade means your current AI spend isn't producing much return yet, which is common and fixable. You can book a free 15-minute AI Gap Call and we'll walk through your numbers together.
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