Page 280 - Cyber Defense eMagazine September 2025

maintaining enterprise-grade security. Here's what matters most in production from Amazon Q’s
implementation perspective:

Access Management

- Role-based controls aligned with organizational structure
- Enterprise authentication integration
- Permission inheritance across teams
- Context-aware access patterns

Data Security

- Zero model training on customer content
- Secure document processing
- Granular data access controls
- Enhanced PII protection mechanisms

Enterprise Integration

- SSO provider support
- Permission boundary enforcement
- Encrypted connections
- Custom security policies

Real-world security controls we typically implement:

Authentication

- Enterprise identity integration
- Multi-factor authentication
- Behavioral authentication patterns
- Session security controls

Authorization

- Document-level permissions
- Role inheritance
- Dynamic access adjustments
- Granular API controls

Data Protection

- End-to-end encryption
- Secure document handling
- Enhanced audit logging
- Access tracking

Cyber Defense eMagazine – September 2025 Edition 280
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