Every enterprise AI demo works — that's the problem; judge by month two

arieljalali · x · 2026-11-03

mrjmetz argues "every enterprise AI demo works — that's the problem": demos run on clean data, one user, no permissions, while production means messy data, thousands of users, and a security team. Judge enterprise AI by month two, not meeting one. arieljalali agrees: when models drift, performance drops, and budgets deplete, implementers are the ones who get the call.

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