Businesses should be aware of several challenges and limitations when conducting cash flow analysis, including the limitations of historical data, potential inaccuracies in forecasting, subjectivity in assumptions and estimations, and the need for regular review and updates. Being aware of these challenges can help businesses maintain the accuracy and relevance of their cash flow analysis and make more informed decisions.