2025-12-24
Problem Statement
Current state analysis reveals three critical challenges:
Data Silos: 17+ disconnected systems (CRM, ERP, IoT, legacy mainframes) with no unified access layer
Latency: Batch ETL processes causing 12-24 hour data freshness delays
Scalability: On-premises infrastructure limits processing capacity to 10 TB/day, insufficient for projected 5x growth