Data integrity has always been a critical concern for organizations across various industries. Ensuring the accuracy, consistency, and reliability of data is paramount to making informed decisions and maintaining operational efficiency. However, with the ever-growing volume and complexity of data, traditional methods of safeguarding data integrity