Part 4/11:
In complex organizations, multiple data sources—ERP systems, regional databases, various functional silos—often lead to discrepancies and confusion. A unified, authoritative data repository prevents conflicting reports and supports high-stakes decision-making.
4. Scalability and Flexibility
As organizations grow and evolve, their data ecosystems must be adaptable. Rigid architectures hinder the ability to scale or reallocate analytics across functions, leading to inefficiencies and missed opportunities.
Challenges in Data Foundation and How to Address Them
The speaker identified key challenges encountered in establishing a reliable data infrastructure: