Finance experts, what's one lesson you learned from a financial analysis that didn't go as planned?

The importance of thoroughly verifying data sources. An overlooked error in the initial data set led to incorrect conclusions, highlighting the need for meticulous cross-checking and validation. This experience taught me that accuracy at every step is crucial to avoid costly mistakes and ensure reliable analysis.