As the MLOps market surges towards a projected $39 billion by 2034, the management of sensitive authentication credentials, or "secrets," becomes increasingly critical for data infrastructure security, especially with the growing number of external services used in data workflows. Databricks offers a native secrets management solution through secret scopes, which organizes credentials and controls access, but it has limitations such as the lack of automatic rotation, limited audit capabilities, and cloud vendor lock-in. Addressing these gaps, Infisical emerges as a developer-first, cloud-agnostic alternative that offers enhanced features like automatic rotation, comprehensive audit logging, and flexible deployment options to better meet enterprise security requirements. Implementing Infisical can help organizations eliminate hardcoded secrets, establish least privilege access, and maintain compliance with regulations such as SOC 2, GDPR, and HIPAA while supporting scalable and secure growth in data operations.