Financial · Time-motion analysis

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 a time-motion approach to produce a directional estimate of your organization's AI inefficiency from the inputs you provide.

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