Business Challenge
- Data from multiple operational systems was updated in batches, causing reporting delays.
- Analysts were working with stale data snapshots.
- High dependency on complex ETL pipelines with long processing windows.
- Lack of consistency between source systems and reporting databases.
- Increasing demand for near real-time dashboards and operational visibility.
Solution (Qlik Replicate Implementation)
FSPTech implemented Qlik Replicate to enable real-time data movement across systems.
Key elements included:
- Change Data Capture (CDC) enabled replication from multiple source systems
- Continuous streaming of data into target analytical platforms
- Automated schema change handling for evolving source structures
- Optimized replication tasks for high-volume transaction data
- Monitoring and alerting setup for pipeline health and performance
Business Outcome
- Near real-time data availability across reporting platforms
- Significant reduction in data latency from hours to minutes
- Elimination of heavy batch ETL dependency
- Improved consistency between operational and analytical systems
- Faster and more reliable decision-making across business users
