Discovering the challenges of modern-day enterprises

As enterprises get bigger, the ability to be agile and competitive becomes challenging. Some enterprises have large departments for sales, marketing, engineering, and so on. Many large corporations split their global businesses into regions or zones. Each of these sub-organizations operates as an independent unit. They have their own business complexity, analytics needs, and speed at which analytical output is required. They choose their tools according to their requirements. But at the end of the day, they are asked to move their data to a central lakehouse or data warehouse for enterprise-wide analytics, which uses a specific set of tools and mandates a certain data format. This strategy has multiple challenges:

• The sub-organizations are forced to use the tools in the central analytical system to perform their analytics.
• The sub-organizations then start building their own local analytical platforms to speed up their...