360 Single Client View

Challenge  

• Needed to process and integrate over 100 PB of diverse client, transaction, and legal entity data across numerous entities and jurisdictions.
• Complex Entity Resolution algorithms to uniquely identify clients and determine ultimate beneficiary owners
• Highly regulated environment with strict rules over data manipulation, PII, etc.

Solution  

• Designed and optimized Spark pipelines for massive data processing, unifying 100+ PB into a standardized Ontology
• Employed incremental transformations, precise partitioning, and Spark plan optimization to enhance efficiency and reduce costs
• Improved Ontology organization for memory efficiency and streamlined data workflows for compliance and operations

Results  

• Delivered a 100x ROI by significantly reducing batch compute costs and processing times.
• Created a foundational data framework enabling hundreds of team members and unlocking numerous high-impact projects.
• Averted millions in potential regulatory fines by strengthening compliance and operational excellence.