Introduction Data isn’t just an asset anymore, it’s the core of digital transformation. Enterprises today rely on their data platforms to drive analytics, fuel AI models, and support real-time decision-making. Yet, despite heavy investments in modern data stacks, many organizations still face persistent challenges: data silos, pipeline bottlenecks,