dbt Cloud
Automation & IntegrationOrchestrates and tests data transformations in cloud data warehouses.
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What buyers replacing dbt Cloud actually ask for, ranked by how often each feature appears across 0 RFPs.
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Feature taxonomy
Collaboration & Governance
- Git integrationPulls dbt code from GitHub, GitLab, or Bitbucket repositories.Required by 0 RFPs
- Code review workflowsRuns tests and preview transformations on pull requests.Required by 0 RFPs
Platform & Security
- API accessManages jobs and runs through a REST API.Required by 0 RFPs
- WebhooksSends notifications when jobs complete or fail.Required by 0 RFPs
- SSO with SAMLAuthenticates users through an external identity provider.Required by 0 RFPs
- Role-based permissionsControls access to projects and jobs by user role.Required by 0 RFPs
Scheduling & Execution
- Cron schedulingRuns dbt jobs at specified times using cron expressions.Required by 0 RFPs
- Trigger schedulingStarts dbt runs when upstream data loads complete.Required by 0 RFPs
- Run historyLogs all dbt run outcomes and execution times.Required by 0 RFPs
Testing & Documentation
- Data testsValidates data quality with assertions on columns and rows.Required by 0 RFPs
- Automated documentationGenerates data dictionary from YAML configurations.Required by 0 RFPs
- Test failuresBlocks transformation deployment when tests fail.Required by 0 RFPs
Transformation Orchestration
- dbt job schedulerSchedules dbt runs on a recurring basis or on-demand.Required by 0 RFPs
- YAML configurationDefines data transformations and relationships in YAML files.Required by 0 RFPs
- Incremental modelsEfficiently processes only new or changed data in transformations.Required by 0 RFPs