After collecting and analyzing data, the real challenge lies in interpreting results accurately and linking them to business decisions. This episode explores common validity threats, decision errors, and cognitive biases like overconfidence and analysis paralysis. Practical frameworks are discussed for managing trade-offs and improving decision quality by aligning insights with strategic goals.