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Compliance & Access Control

Enterprise compliance infrastructure powered by LFM. Role-based masking shows different views of the same data to Support, Manager, and Executive roles. Streaming demo proves throughput at scale. Compliance audit dashboard tracks every detection event with GDPR/HIPAA/CCPA policy tagging.

Role-based masking — Dynamic data views per role — Support, Manager, Executive each see what they need
Audit trail — Every detection event logged with policy, action, and timestamp, tagged by regulation
Streaming scale — Process thousands of messages per second with real-time PII detection and masking

The Problem

Auditors need evidence: what PII detected, what policy applied, who accessed what. Current platforms provide audit trails, but only for data they process. No dynamic role-based masking.

How LFM Compares

Audit tools only cover data they process, with no dynamic role-based masking. LFM provides per-detection audit trails with role-based views of the same data, tagged by regulation.

What LFM Unlocks

Role-based dynamic masking: same data, different views per role. Complete audit trail per detection event, tagged by regulation.

Select User Role

Original Data

Full PII Visible

Enter customer data containing PII to see how different roles view it

Support Agent View

Policy Applied
Enter data to see role-based view

Enterprise Use Case

Dynamic Data Masking by Role: Same database, different views. Support agents see masked SSN (***-**-6789) but full contact info to help customers. Executives see full data for business decisions. All enforced at query time with no data duplication.

This demo is fine-tuned on sample data. Results improve with your data.

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