The Data Silo Problem: Why You Can’t Get Straight Answers from Your Data скачать в хорошем качестве

The Data Silo Problem: Why You Can’t Get Straight Answers from Your Data

Are you sitting on a gold mine of data but struggling to see the big picture? Most businesses face the "Data Silo" problem—information is scattered across e-commerce systems, CRMs, accounting software, and marketing tools. These systems are "geniuses in their own worlds," but they speak different languages, making it impossible to get a straight answer about your business performance. In this video, we walk through the Data Factory Blueprint—a step-by-step journey to move from dozens of conflicting stories to one reliable single source of truth. What you’ll learn in this video: • The Extraction Phase: How we pull raw data from isolated islands using APIs and file exports. • The Integration Layer: The "brain" of the factory that keeps the production line running 24/7. • The Landing Zone: Why keeping an untouched copy of your raw data is critical for audits and future-proofing. • Transformation Magic: The assembly line where we clean messy data, standardize currencies, and match customer IDs across systems. • Quality Control: The final inspection station that ensures only the highest quality data reaches your team. • The Data Warehouse: How a centralized distribution center powers BI dashboards and predictive models like Customer Lifetime Value. The Bottom Line: A well-built data pipeline isn’t just about fancy tools—it’s about trust. When your team trusts the data, you spend less time stitching together spreadsheets and more time asking big, strategic questions about the future. Watch to the end for a challenge: If you could wave a magic wand and connect all your data islands tomorrow, what is the one critical question about your business you could finally answer? #datastrategy #businessintelligence #datascience #dataengineering #datafactory #analytics