When was the last time your commissioning acceptance criteria prevented a system failure? Across global industries, 43% of project delays stem from inadequate commissioning protocols according to 2023 ASHRAE data. The real question isn't whether we need standards - it's how to evolve them for AI-driven infrastructure.
In software development, acceptance criteria serve as the contractual bedrock between stakeholders. But how often do teams truly invest in crafting precise acceptance criteria? A 2023 Standish Group report reveals that ambiguous requirements directly contribute to 42% of project overruns. Could refining this single element transform delivery outcomes?
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