Data integrity plays a crucial role in data lifecycle management, especially in today's complex and dynamic landscape. Unauthorized access, modifications, data manipulations, and other security breaches are no longer limited to individuals but are also prevalent in organized entities. The study "An Evolutionary Strategy for Leveraging Data Risk-Based Software Development for Data Integrity," published in ISACA Journal, emphasizes the importance of data integrity and the risks associated with its compromise.