One of the common challenges in monitoring is data overload. With vast amounts of data available, it can be overwhelming to pinpoint which metrics require attention. Another challenge is ensuring data accuracy; discrepancies in data can lead to misguided strategies. To overcome these challenges, prioritize key metrics aligned with your goals and regularly audit your data for inconsistencies.