Modern enterprises generate and consume data at unprecedented speed and variety. Traditional data architectures, while reliable in their time, are too rigid, slow, and costly to meet today’s demands. This chapter explains what a Modern Data Stack (MDS) is, why it matters, and how leaders can implement it strategically—anchored in Microsoft Azure, yet flexible enough for multi-cloud realities.