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How to Evaluate an AI Tool Before You Buy It

June 7, 2026 · 7 min read

Every AI demo looks good. Evaluation is about what happens on day thirty.

Test with your worst data

Not the clean sample — the messy real file that breaks things.

Check the export

If you cannot get your data out, you are renting your own work.

Measure time saved

Track it for two weeks. Perceived speed and real speed often diverge.

Read the security page

No security documentation is itself an answer.