How analyze future product specifications and throughput limitations are reshaped as AGI capability advances.

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Trigger: Strategic planning cycles, shifting market demands, or new environmental regulations trigger an assessment of future production capabilities.
Outcome: Required product specifications are formalized and operational bottlenecks are mapped to guide future capital planning and refinery configurations.