01 · PROPOSED CHANGE
Migration manifest
The local demo uses a synthetic DataHub showcase graph. No external service or API key is needed.
DATAHUB CHANGE INTELLIGENCE
Know the blast radius
before you merge.
Context Guardian turns a schema proposal into an evidence-backed merge decision using lineage, ownership, classifications, and real query history from DataHub.
Read context→Assess impact→Write knowledge back
02 · DATAHUB EVIDENCE
Impact graph waiting
Run the sample to reveal affected datasets, dashboards, models, owners, and queries.
02 · MERGE DECISION
BLOCK
0 / 100 RISK
0/100
0assets at risk
0query references
0teams to notify
Strongest evidence
DataHub MCPDownstream blast radius
3 hopsRequired before merge
Guardrail planEvidence provenance