Thales CipherTrust Batch Data Transformation automates large-scale encryption, tokenization, and masking of data without developer involvement. It enables fast key rotations, re-encryption, and secure data movement across files, databases, and data lakes. Managed via CipherTrust Manager, it supports AES and Format-Preserving Encryption with centralized policies and audit logging for compliance. BDT ensures crypto agility by allowing real-time cipher and key changes while maintaining continuous operations. Deployed as a scalable containerized service, it integrates with Thales data protection tools to provide efficient, secure, and sustainable batch data transformation.

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