Data CloudBeginnergovernancequality
What is data governance in a Data Cloud project?
Real World Scenario
Multiple teams upload CSV files with conflicting customer IDs. You introduce basic governance.
Expected Answer
• Governance defines who can ingest data, naming standards, and quality rules
• Data spaces or org strategies separate brands or regions when needed
• Lineage tracks which source fed which profile field for troubleshooting
• Quality monitoring catches null keys, format errors, and volume drops
• Without governance, segments and AI outputs inherit garbage data
Follow-Up Questions & Answers
Click to expand — each follow-up includes a direct, interview-ready answer
A data council or architect with legal for PII sources. Document approved fields and retention before turning on ingestion.
Architect Perspective
Governance sounds boring—frame it as "trust in segments and AI." Interviewers notice.