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How enterprise AI procurement is changing

calendar_today September 16, 2026 person Samuel Mirpuri domain flowscope

Buyers are moving from evaluating advertised AI capability to validating production results on their own data. The shift is a rational response to a documented failure rate, and it favors providers that can show a running result over a demonstration.

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