v0.3.0

Governance

Classify data, tag resources, and maintain audit trails.

Overview

Governance tools help you manage data sensitivity, track who did what, and enforce organizational policies. Navigate to Operate > Governance.

Data Classification

Assign classification levels to data sources, schemas, and pipelines:

Level Description
Public Open data, no restrictions
Internal For internal use only
Confidential Restricted to authorized teams
Restricted Highly sensitive, strict access controls
PII Personally identifiable information, subject to privacy regulations

Applying Classification

  1. Open any data source, schema, or pipeline
  2. Under Governance, select the classification level
  3. Classification is displayed as a badge throughout the UI
  4. Access controls can be tied to classification levels

Resource Tagging

Tag any resource with key-value pairs for organization and filtering:

  • environment: production
  • plant: houston
  • team: data-engineering
  • cost-center: manufacturing

Managing Tags

  1. Open a resource
  2. Click Tags
  3. Add, edit, or remove key-value pairs
  4. Filter resource lists by tag in any list view

Audit Logs

All user actions are recorded in the audit log:

Field Description
Timestamp When the action occurred
User Who performed it
Action What was done (create, update, delete, start, stop)
Resource Which resource was affected
Details Change details (before/after for updates)

Viewing Audit Logs

Navigate to Operate > Governance > Audit Logs:

  • Filter by user, action type, resource type, or date range
  • Export logs as CSV for compliance reporting
  • Audit logs are immutable and retained per your configured policy

User Activity

Track per-user activity summaries:

  • Recent actions
  • Resources owned
  • Login history

Tenant Isolation

In multi-tenant deployments, governance ensures:

  • Each tenant’s data is isolated at the database level
  • Cross-tenant access is prevented
  • Audit logs are scoped per tenant
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