The Challenge
The client’s legacy enterprise data warehouse, originally designed for historical audit data, had evolved into a complex operational integration platform. The addition of TIBCO BW middleware increased architectural complexity, making the system difficult to scale and maintain.
Rapid data growth led to performance bottlenecks and slower query response times, impacting business operations. Data integration across multiple upstream systems introduced inconsistencies, requiring significant manual effort for reconciliation and validation.
ETL processes became increasingly complex and time-consuming, delaying data availability and increasing operational risk. High maintenance overhead and dependency on legacy tools diverted resources from strategic initiatives. Additionally, onboarding new data sources was slow and error-prone, limiting agility and responsiveness to evolving business needs.
