How DataHub Nexus AI Protects Production AI Agents

Autonomous Metadata Context Governance & PII Shielding Engine

100% DataHub GMS Compliant
1. Schema Context Ingestion

Indexes PostgreSQL, Snowflake & BigQuery schemas with mathematical health scores H(S).

2. Autonomous PII Masking

Detects sensitive columns (email, card_hash) and redacts raw data before LLMs execute queries.

3. Verified AI Execution

Provides AI agents with real-time DataHub lineage context to eliminate query hallucinations.

DataHub Enterprise Metadata Intelligence

Schema Context & Health Gateway

Evaluates real-time schema completeness, privacy annotations, and mathematical health score H(S) to ensure AI agents query verified data assets.

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