BigQuery — partitioning, clustering, authorized views, BI Engine, BigQuery ML
Datastream, Pub/Sub, Dataflow, Cloud Functions / Cloud Run, Cloud Storage
Dataform or dbt — SQL models, assertions/tests, Git-based workflows
Cloud Composer (Airflow), Cloud Workflows, Eventarc
Dataplex / Knowledge Catalog — glossary, policy tags, lineage, column-level security
Cloud Monitoring + Logging — SLIs/SLOs, alerting, data quality metrics
Terraform, GitHub Actions, Secret Manager, least-privilege IAM
Looker, Power BI, Vertex AI, Gemini