Up to 95 percent of generative AI pilots fail to reach production scale, leaving only a small fraction achieving actual deployment. In operations management contexts, the breakdown rarely stems from model limitations, but from insufficient process documentation, vague metrics, and poor integration with existing systems. Moving past the pilot stage requires treating deployment as an operational systems discipline rather than an isolated experiment: bit.ly/ai-operat…
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