Connect Airflow and
Tableau with AI

Redbird AI connects your workflow orchestration to your BI layer. Stop manually triggering dashboard refreshes after pipeline runs, checking Airflow logs to explain stale data, or building custom scripts to sync pipeline metadata into Tableau data sources.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Auto-refresh Tableau dashboards when Airflow DAGs complete successfully

Trigger Tableau extract refreshes immediately after critical ETL pipelines finish. Redbird monitors DAG completion status and initiates the corresponding workbook or data source refresh, ensuring dashboards always reflect the latest pipeline output without manual intervention or scheduled delays.

Alert BI teams in Tableau when Airflow pipeline failures impact dashboards

When an Airflow DAG fails, Redbird identifies which Tableau dashboards rely on that pipeline's output and creates alert annotations or sends context to affected workbook owners. Data analysts see pipeline status context directly in their BI environment without checking Airflow logs.

Sync Airflow pipeline metadata to Tableau for data lineage dashboards

Build internal analytics dashboards about your data pipelines by streaming Airflow DAG run history, task durations, and success rates into Tableau data sources. Data platform teams visualize pipeline health, SLA compliance, and bottlenecks using the same BI tool their stakeholders already use.

Trigger Airflow data quality pipelines when Tableau extract refresh fails

When a Tableau data source refresh encounters errors, automatically kick off diagnostic Airflow DAGs that validate upstream data quality, check schema changes, or verify warehouse connectivity. Turn BI failures into automated investigation workflows that surface root causes faster.

Archive Tableau extracts alongside Airflow pipeline run artifacts

When Airflow completes critical data transformation DAGs, Redbird captures corresponding Tableau extract versions and stores them with pipeline metadata. Create point-in-time data snapshots that tie specific dashboard states to the exact pipeline runs that generated them for compliance and debugging.

Enrich Airflow task metadata with Tableau dashboard usage analytics

Feed Tableau view counts and user engagement metrics back into Airflow task context. Data engineers see which pipelines power the most-used dashboards, helping prioritize optimization work and SLA decisions based on actual business impact measured through BI consumption patterns.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize Airflow and Tableau with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird AI understands Airflow's DAG structure and task dependencies alongside Tableau's workbooks, data sources, and extract schedules — bridging orchestration and visualization intelligently.

AI that speaks both orchestration and BI

Redbird maps Airflow DAG IDs, task states, and run timestamps to corresponding Tableau data sources and workbook dependencies without hardcoded mappings. The AI understands extract refresh APIs, connection types, and published data source hierarchies in Tableau, while tracking task success patterns, retry logic, and SLA windows in Airflow. It identifies which dashboards depend on which pipeline outputs by analyzing data source connection strings, database schemas, and table references that link both systems.

DAG completion events to extract refreshes
Pipeline metadata to data source fields
Task failure states to dashboard alerts
Run artifacts to workbook versions
10×

faster dashboard updates after pipeline completion

No custom Airflow operators, API scripts, or scheduled polling delays

Auto-generated reports

Redbird can pull from Airflow and Tableau simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Airflow or Tableau.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from Airflow into Tableau, or from Tableau back into Airflow. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start automations from any DAG event in Airflow or dashboard activity in Tableau — Redbird handles the translation and orchestration.

Airflow
Triggers & Actions
Trigger

DAG run completes

Fires when any Airflow DAG finishes with success, failure, or specific exit status.

Trigger

Task fails with retry

Triggers when an individual Airflow task fails and enters retry logic.

Trigger

Pipeline exceeds SLA threshold

Activates when a DAG run duration crosses configured time limits.

Action

Trigger DAG run

Initiates an Airflow DAG execution with optional configuration parameters.

Action

Update task metadata

Adds custom key-value pairs to Airflow task instance context.

Action

Clear task state

Resets failed Airflow tasks to allow reruns without full DAG restart.

Tableau
Triggers & Actions
Trigger

Extract refresh completes

Fires when a Tableau data source or workbook extract finishes updating.

Trigger

Extract refresh fails

Triggers when a scheduled or manual Tableau refresh encounters errors.

Trigger

Dashboard view threshold reached

Activates when a workbook exceeds specified view count in a time window.

Action

Refresh data source

Initiates an extract refresh for published Tableau data sources or workbooks.

Action

Update workbook metadata

Adds or modifies custom fields, tags, or descriptions on Tableau workbooks.

Action

Create dashboard annotation

Adds timestamped notes or alerts to Tableau visualizations programmatically.

Airflow
+
Tableau

Ready to connect your stack?

Connect Airflow and Tableau in minutes. Redbird AI syncs pipeline orchestration with your BI layer so your dashboards stay current and your data teams stop context-switching between systems.

Get started → Book a demo