How to evaluate an AI tool without hype
Use cases, failure modes, privacy, evidence, and operating cost form a stronger review than a feature checklist.
NGOUMTSOP TEUZEM Yeiayel
Data Scientist, AI Engineer and Digital Innovation Professional
Updated September 11, 2026
Table of contents
Understand the challenge
Use cases, failure modes, privacy, evidence, and operating cost form a stronger review than a feature checklist. This article proposes a directly usable method with clear assumptions and practical verification criteria.
Put it into practice
At Bâtir le Pays SARL, the useful question is always how this practice improves a real decision, service, or learning outcome.

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