The FRED Test: Will AI Replace Your Software?

The FRED Test is a framework for measuring how vulnerable any software product is to AI disruption. It evaluates four dimensions: Frequency of human judgment required, Replaceability of the core workflow, Embedding depth in customer operations, and Data moat strength.

Use the sliders below to evaluate any SaaS product — or try one of the presets to see how well-known products score.

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