You are the CISO for an investment banking firm.

Sanitizing datasets ensures that sensitive information is removed or anonymized before AI products are developed or deployed. This mitigates risks associated with data breaches or unauthorized use of data, especially in sensitive industries like banking. While hashing, encrypting, or deleting datasets provides security, sanitization is critical to protect privacy and comply with regulations like GDPR or CCPA, particularly when handling AI datasets.