Redbird AI syncs Azure Synapse with dbt to automate transformation workflows end-to-end. Stop manually triggering dbt runs after pipeline loads, manually syncing source schemas, or building custom orchestration scripts to coordinate your warehouse and transformation layer.
Redbird gives your team ready-to-run workflows — just connect your accounts and go.
When a Synapse integration pipeline finishes loading raw data, automatically trigger the corresponding dbt models to transform that data. Redbird detects pipeline completion events and kicks off the right dbt jobs with proper dependencies, ensuring fresh transformed data without manual intervention.
When columns are added or modified in Synapse tables, automatically update the corresponding dbt source definitions. Redbird detects schema drift in your warehouse and keeps your dbt project documentation in sync, preventing broken models and missing column references.
When dbt compiles new models or updates existing ones, automatically ensure the target tables exist in Synapse with proper structure. Redbird reads dbt compiled SQL and creates or alters Synapse tables to match, streamlining deployment of new analytics models.
When dbt tests fail on freshness, uniqueness, or referential integrity, automatically investigate upstream Synapse sources to identify root causes. Redbird enriches test failure alerts with context about source data loads, pipeline status, and recent schema changes in Synapse.
When critical dbt models complete their runs, automatically refresh dependent materialized views and indexed views in Synapse. Redbird tracks lineage between dbt models and Synapse views, triggering refreshes only when upstream dependencies actually change to optimize compute costs.
When new tables appear in designated Synapse schemas or databases, automatically scaffold corresponding dbt staging models with appropriate column selections and types. Redbird analyzes table structure, data types, and naming patterns to generate consistent staging layer code following your project conventions.
No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.
Authorize Azure Synapse and dbt with OAuth or API credentials. Redbird never stores your data — it just passes through.
Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.
Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.
Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.
Redbird AI understands both Azure Synapse's analytical workspace structure and dbt's transformation project conventions, intelligently mapping warehouse events to transformation orchestration without custom code.
Redbird parses Synapse database catalogs, pipeline definitions, and Spark job metadata alongside dbt manifest files, source definitions, and model lineage. It understands how your raw Synapse tables map to dbt sources, which models depend on which warehouse objects, and how schema changes cascade through your transformation DAG. When Synapse structures change or pipelines complete, Redbird knows exactly which dbt models need attention and can orchestrate runs, update definitions, or flag conflicts automatically.
faster orchestration setup than custom Azure Functions + dbt Cloud API scripts
Redbird can pull from Azure Synapse and dbt simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.
Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Azure Synapse or dbt.
SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.
Push data from Azure Synapse into dbt, or from dbt back into Azure Synapse. Resolve conflicts with configurable merge rules.
Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.
Start automations from any event in Azure Synapse or dbt to keep your warehouse and transformation layer perfectly synchronized.
Fires when a Synapse integration or orchestration pipeline finishes successfully or fails.
Detects when columns are added, removed, or modified in dedicated SQL pool tables.
Triggers when a new table appears in a monitored Synapse database or schema.
Run custom SQL commands against dedicated SQL pools or serverless endpoints.
Trigger a rebuild of indexed or materialized views in Synapse dedicated pools.
Initiate a Synapse integration or orchestration pipeline with optional parameters.
Fires when a specific dbt model or set of models finishes building successfully or with errors.
Triggers when dbt tests fail on freshness, uniqueness, referential integrity, or custom conditions.
Detects when dbt source freshness validation indicates stale upstream data.
Start a dbt Cloud job or invoke dbt Core commands with specific model selections.
Modify dbt source YML files to reflect new columns, tables, or schema changes.
Create new dbt model files with boilerplate SQL for newly discovered source tables.
Redbird AI connects Azure Synapse and dbt to automate transformation orchestration, schema synchronization, and data quality workflows. Stop building custom glue code and start shipping analytics faster.