• Embedding commissioning agents in the design phase to clarify specifications, define sequences of operation, and align on expectations before procurement and installation begin
• Moving key functional testing offsite through factory witness testing, warehouse staging, or system-level preassembly, to minimize level 3 and 4 onsite timeframes
• Exploring lessons learned from rushed or incomplete commissioning to avoid costly errors caused by skipping steps, poor coordination, or cutting corners

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