The CISO’s Guide to Universal Data Access Control
Data access control must be universal. While Immuta acts as a management layer for native policies (primarily Snowflake and Databricks), SecuPi provides a unified enforcement engine across the entire data estate: AI, analytics, and operational workloads, eliminating the blind spots inherent in native-only approaches.
| Strategic Priority | Immuta (Native Wrapper) | SecuPi (Universal Enforcement) |
|---|---|---|
| Platform Coverage | Limited to Snowflake/Databricks native hooks | Universal: AWS RDS, Azure SQL, Oracle, DB2, No-SQL, AI Agents |
| Policy Logic | Restricted by Snowflake and Databricks native policy limitations (No complex NOT/AND) | Advanced: Full Boolean logic (AND/OR/NOT IN) and identity context |
| Identity Awareness | Blind to users behind Service Accounts | Deep: Full context (User, Role, Location, Intent) |
| De-Identification | Basic Masking | 2,000+ Functions: FPE, Hashing, Tokenization |
| Implementation | Complex views; high bypass risk | No-Code: Application-transparent plug-ins |
1. Universal Enforcement vs. Native Fragmentation
Immuta’s architecture is largely dependent on the native policy capabilities of Snowflake and Databricks. For other platforms, it requires the creation of complex, high-maintenance views. These views are easily bypassed by users connecting directly to base tables.
SecuPi provides broad platform support applied consistently across every data platform, including legacy on-prem, No-SQL, and modern AI agents, ensuring no regulatory blind spots in your sovereignty or privacy posture.
2. Solving the “Service Account” Blind Spot
A critical vulnerability in native-centric tools like Immuta is Identity Blindness. When analytics tools (PowerBI, Tableau, Qlik) connect via a service account, native policies only see the account, not the human user.
SecuPi instruments the application layer to capture the real end-user identity, role, and location. It restores accountability where native policies (and Immuta) collapse.
3. Advanced Policy Logic Without Database Limits
Because Immuta is a “cover” for native database policies, it inherits their technical limitations. For example, Snowflake and Databricks often struggle with complex AND/OR or NOT IN conditions (e.g., “Allow access if user is NOT in the UK AND Role is NOT Admin”).
SecuPi’s engine operates independently of database limitations, allowing CISOs to enforce sophisticated, real-world “Need-to-Know” mandates that native tools simply cannot execute.
4. Non-Negotiable De-Identification at Scale
Data protection in production and testing requires more than just simple masking.
With over 2,000 out-of-the-box de-identification functions (including FPE encryption and tokenization), SecuPi enables performant, no-code data governance across diverse global use cases, significantly shortening implementation cycles compared to Immuta’s native-only approach.