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A leading global bank turned to Kingfisher, the synthetic data generator by Onix, to overcome regulatory and operational hurdles during a large-scale cloud data migration. The bank faced strict compliance restrictions around customer PII, making it difficult and time-consuming to prepare data for testing.
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Customer stories Share Financial Services Global bank achieves 85% savings with King?sher synthetic data generator About the customer A leading global bank recognized for its robust ?nancial services portfolio and commitment to innovation, serving millions of customers globally. The challenge The bank faced challenges while migrating legacy data warehouses to the cloud. Their data included Customer PII (Personally Identi?able Information), making it cumbersome to comply with regulations and security policies. Data was required for various testing scenarios, from smoke testing to functional and load testing, to validate the migrated code and support modernized applications built on the cloud. Developers couldn’t directly access production data due to access control restrictions,and the company was required to identify and tokenize PII data before it could be moved and used in the lower environments. The process of obtaining PII approvals and
de-identifying data was slow and costly,and was taking six weeks to prepare approximately 40 tables. Scaling this to 7,000+ tables would require 100 full-time sta?, which was not feasible. The solution Zero Workload 90% Regulator 85% Time of 100 E?ciency y Savings FTEs in Scaling Bottlenec Reduced ks Delivered Bypassed Immediate results for Saved time the need cost hundreds on de- for PII savings by of tables in identifying approvals, reducing just and enabling reliance on minutes preparing immediate a large and hours, data. turnaround pool of optimizing times. analysts. resources. Create data with total control over every parameter
King?sher provided a fast, e?cient, and compliant solution to the bank’s challenges: ?. Rapid Synthetic Data Generation: Generated meaningful, production–like synthetic data without exposing sensitive PII, enabling the migration and testing processes to proceed without delays. ?. No PII Approvals Required: By eliminating the need to work with production data, the process bypassed the lengthy PII approval work?ows, saving signi?cant time and e?ort. ?. Support for Varied Testing Needs: Delivered synthetic data tailored for smoke testing, functional testing, and load testing, ensuring the quality of the migrated systems and modernized applications. Enabled fast and e?cient testing of the migrated data warehouses, supporting the move to the cloud. ?. E?cient Scaling: Delivered results for thousands of tables in hours and minutes, avoiding the need to engage critical business analysts or tie up resources. (put e?ciency of 90%). ?. Comprehensive Testing Support: Provided data suitable for all testing scenarios, ensuring the quality and reliability of the migrated systems. Conclusion By leveraging King?sher, the ?nancial institution overcame regulatory, resource, and timeline challenges in their data migration initiative. The tool’s ability to generate compliant, production-like synthetic data enabled rapid testing and development while saving 85% of the time and avoiding costly resource investments. Related customer stories
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