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Data governance practiceIntermediate

Cloud Data Classification and Discovery

Cloud data classification and discovery identify where sensitive or regulated information exists and apply handling rules according to value, harm, and obligation.

What it means

Cloud data may appear in object storage, databases, analytics platforms, logs, snapshots, backups, message services, development environments, and metadata.

Why it matters

Unknown data cannot be governed reliably. Discovery must therefore connect to owners, access controls, retention, monitoring, and remediation rather than end as a report.

Practical focus

  • Define practical classification categories and handling rules
  • Scan both structured and unstructured cloud data
  • Assign owners and investigate unknown repositories
  • Use classification to drive access, encryption, retention, and monitoring

Common mistakes

  • Scanning only production databases
  • Classifying data without changing controls
  • Treating labels as accurate forever

Certification relevance

This subject appears in or supports the following certification bodies of knowledge:

GIAC GCLDCompTIA Cloud+AWS Cloud PractitionerAzure FundamentalsGoogle Cloud Digital LeaderISC2 CCSPISC2 CISSP

Authoritative sources