Ai Compliance Gdpr Sox

Deploying AI in regulated industries isn't optional—it's mandatory. GDPR, SOX, HIPAA, and other regulations impose strict requirements on decision-making systems. Non-compliance can result in fines of millions of dollars.

Key Regulatory Requirements

**GDPR** - Right to explanation: Users must understand why they were denied credit, rejected for insurance, etc. - Data minimization: Only use necessary data - Consent: Get explicit permission before using data for AI decisions - Data portability: Allow users to request their data in machine-readable form

Building Compliant Workflows

**1. Document Everything** - Model training data and methodology - Feature definitions and transformations - Decision logic and thresholds - Outcomes and model performance metrics

**2. Implement Explainability** - Use interpretable models (decision trees, linear models) - Generate explanations for edge cases - Provide human-readable reasoning

**3. Audit and Monitoring** - Log all decisions, data used, and outcomes - Monitor for bias and model drift - Test for fairness across demographic groups

**4. Data Governance** - Implement data access controls - Encrypt sensitive data - Clean up data after retention period

**5. Change Management** - Test changes before deployment - Maintain versions of models - Have rollback procedures

DataLoomsai Compliance Features

• Built-in audit logging and decision tracing
• Data encryption at rest and in transit
• Role-based access controls
• Automated model performance monitoring
• Pre-built compliance report templates

The cost of non-compliance far exceeds the cost of building correctly from the start.