360 Single Client View

Challenge  

• A client project required processing and integrating 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  

• The team collaborated on the design and optimization of Spark pipelines capable of massive-scale data processing, unifying over 100 PB into a standardized ontology
• Incremental transformations, precise partitioning strategies, and Spark plan optimizations were employed to boost efficiency and lower compute costs
• The ontology structure was reorganized for better memory utilization, and data workflows were streamlined to support both compliance requirements and operational needs

Results  

• Team achieved a 100x ROI by drastically reducing batch compute costs and processing times.
• Enabled creation of a foundational data framework that has supported hundreds of downstream users and unlocked a wide array of high-impact initiatives
• Helped averted millions in potential regulatory fines by strengthening compliance and operational excellence.