Today, enterprises find themselves on the cusp of a transformative era, poised to unlock unprecedented business value by harnessing the full potential of AI. According to McKinsey, 44% of companies implementing AI report reduced operational costs, with many also experiencing revenue growth. However, successful AI adoption and modernization involve more than just deploying the latest technologies. To achieve meaningful AI integration, organizations must first deeply understand their existing processes and pain points, establish robust data management practices, and align AI capabilities with broader business objectives.