Define business objectives: Understand what you aim to achieve and align your data needs accordingly. Conduct a data audit: Review all existing data to determine what is necessary and what is redundant. Engage stakeholders: Consult with various departments to identify data that is vital for their functions. Prioritize data: Classify data based on its impact on decision-making and operational efficiency.