30 mistakes enterprises make with AI transformation, from a practitioner

alex_verem · x · 2026-09-25

Practitioner @mardehaym lists 30 common enterprise AI transformation mistakes: buying AI licences isn't a strategy — define problems and expected improvements first; don't expect every employee to become an AI engineer; agree on what a good answer looks like before prompting, keep verified corrections as test cases and rerun them on changes; and investigate the whole setup (instructions, missing info, tools, surrounding software) before blaming the model.

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