Immuta provides a data security platform that enables organizations to share and use sensitive data while maintaining privacy and compliance. The platform automates data discovery and classification to identify sensitive information like PII and PHI across data environments. It enforces fine-grained, attribute-based access controls (ABAC) and privacy enhancing technologies (PETs) such as format-preserving masking and dynamic k-anonymization on data stored in cloud databases like Snowflake. The solution allows non-technical data governance experts to define access policies that are natively enforced when users interact with data. Immuta's self-service workflows enable data consumers to discover data sets, request access, and acknowledge usage purposes while maintaining security controls. The platform addresses the challenge of balancing data utility with security by providing visibility into data sharing and usage, reducing the complexity of managing individual access policies, and streamlining data access processes. Organizations use Immuta to reduce time to data access, lower data engineering costs, and enable secure collaboration across diverse teams working with sensitive data sets.