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Limitations and Cautions No methodology is foolproof. Over-reliance on structure can suppress creativity if teams become rigidly formulaic. Poor data quality or confirmation bias during hypothesis selection can lead to misleading conclusions. The approach also requires investment in analytical capability and discipline to follow through to implementation and measurement.

This framework is designed to turn complex, intimidating issues into manageable workstreams. Readingraphics Define the Problem : Most people skip this and solve the wrong thing. Use the SCQA model bulletproof problem solving pdfdrive

: Break the problem into manageable parts using logic trees (e.g., hypothesis trees, factor trees) to see potential solution pathways. Limitations and Cautions No methodology is foolproof