CrewCheck + Google BigQuery Integration
Integrate CrewCheck with Google BigQuery for DPDP-compliant AI governance. Step-by-step setup guide for data warehouse integration with PII redaction and audit trails.
Overview
Integrate CrewCheck with Google BigQuery to add DPDP-compliant AI governance to your data warehouse workflows. Stream CrewCheck audit events to BigQuery for large-scale governance analytics and compliance trend analysis.
Quick setup
``` BIGQUERY_PROJECT_ID=your-gcp-project ```
Once configured, all Google BigQuery traffic passes through CrewCheck's governance layer. Indian PII (Aadhaar, PAN, UPI, mobile numbers) is automatically detected and redacted. Policy packs are evaluated on every request. Every interaction is logged to the tamper-evident audit trail.
What you get
• Automatic Indian PII detection and redaction for all Google BigQuery interactions
• DPDP Act 2023 compliance controls applied at the request boundary
• Real-time cost tracking in ₹ for every Google BigQuery API call
• Tamper-evident audit trail for regulatory reporting
• Shadow Mode to test governance controls before enforcement
• Dashboard visibility into Google BigQuery-specific metrics and compliance scores
Next steps
After setting up the Google BigQuery integration, configure your policy packs in the CrewCheck dashboard. Start with Shadow Mode to observe detection rates and policy impacts, then promote to enforcement when you're confident in the configuration.
For production deployments, enable circuit breakers to automatically halt Google BigQuery traffic if PII detection rates or costs exceed your configured thresholds.