Enterprise Prompt Debt Calculator

Quantify iteration waste, editing leakage, and search friction costs

What is Prompt Debt? The hidden cost of unstructured AI execution: wasted iterations, output rework, prompt search friction, and duplicated labor across teams. This calculator uses industry-standard time-motion analysis to quantify your organization's AI inefficiency.

Ready to calculate your prompt debt?

Enter your organization's AI usage patterns to quantify iteration waste, editing leakage, and search friction costs -- and discover how much you could save.

Step 1

Set your organization size, hourly cost, and AI session frequency

Step 2

Adjust iteration, editing, and search friction parameters

Step 3

Get your monthly prompt debt total and potential savings with governance