Secure Offline Analysis for Sensitive Data

To protect client privacy and data integrity, the framework situates advanced analysis within a controlled, offline computing environment. This approach allows sensitive datasets to be analyzed without transferring information to external cloud platforms.

By maintaining data within an agency-controlled boundary, researchers can apply advanced analytic methods while supporting ethical governance, auditability, and professional accountability.