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implementing-cloud-dlp-for-data-protection

Implementing Cloud Data Loss Prevention (DLP) using Amazon Macie, Azure Information Protection, and Google Cloud DLP API to discover, classify, and protect sensitive data across cloud storage, databases, and data pipelines.

internal/tools/skills/data/data-protection/implementing-cloud-dlp-for-data-protection/SKILL.md

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# Implementing Cloud DLP for Data Protection

## When to Use

- When compliance frameworks (GDPR, HIPAA, PCI DSS) require automated sensitive data discovery and protection
- When building data governance programs that classify and label data across cloud storage
- When implementing data loss prevention controls for cloud-based data pipelines
- When auditing cloud environments for unprotected sensitive data (PII, PHI, financial data)
- When integrating DLP scanning into CI/CD pipelines to prevent sensitive data from reaching production

**Do not use** for endpoint DLP (use Microsoft Purview or Symantec DLP agents), for email DLP (use Microsoft 365 DLP or Google Workspace DLP), or for network-level data exfiltration prevention (use VPC endpoint policies and network firewalls).

## Common Misconfigurations & Verification