The CIA Triad for Managerial Reporting: Confidentiality, Integrity, Availability
Use role-based and attribute-based access control to restrict visibility by cost center, region, and period. Pair granular permissions with multi-factor authentication and just-in-time approval for sensitive scenarios, keeping confidential scenarios from turning into sprawling data exposures.
The CIA Triad for Managerial Reporting: Confidentiality, Integrity, Availability
Enable versioning and checksums for uploaded datasets, enforce peer review on model changes, and capture change logs. With immutable audit trails, stakeholders can trace every adjustment to margin assumptions and verify that reported figures match approved planning baselines.