In this contributed article, data engineer Koushik Nandiraju discusses how a predictive data and analytics platform aligned with business objectives is no longer an option but a necessity. While this requires complex data warehouses, architectures, and collection systems to ensure the mass amounts of customer and business data at the organization’s fingertips can be utilized to make actionable, data-driven decisions that benefit the company, it also requires a growth mindset across the organization.