This chapter explores the significant hurdles faced by Chief Data Officers in ensuring data quality and governance while underscoring the value of analytics in transforming raw data into actionable insights. It highlights the urgent need for integrating data science into finance departments and aligning data initiatives with organizational objectives to mitigate financial and reputational risks.