Connect Airflow and
Marketo with AI

Redbird AI syncs your Airflow data pipelines with Marketo marketing automation — no more manual CSV exports, Python scripts to update lead scores, or stitching together engagement data across systems. Automate the flow between orchestration and execution.

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.

Update Marketo lead scores from warehouse models running in Airflow

When your Airflow DAG completes a propensity scoring model run in your data warehouse, automatically push updated lead scores and segments to Marketo. Marketing gets fresh intelligence without engineering tickets.

Trigger pipeline refreshes when Marketo campaigns launch

Automatically kick off Airflow DAGs when high-priority Marketo campaigns go live or hit engagement thresholds. Keep downstream attribution models and reporting pipelines in sync with campaign activity in real-time.

Enrich Marketo leads with third-party data processed through Airflow

As Airflow pipelines enrich lead records with firmographic, intent, or technographic data from external sources, automatically update corresponding Marketo records. One source of truth across data engineering and marketing operations.

Archive Marketo engagement data to your warehouse on schedule

Automatically extract email opens, clicks, form fills, and program membership data from Marketo into your data warehouse via Airflow on a recurring schedule. Build historical datasets for attribution modeling and campaign analysis without API rate limits.

Alert marketing ops when pipeline data quality checks fail

When Airflow detects data quality issues in lead imports, CRM sync failures, or schema drift affecting marketing tables, automatically create tasks or send alerts in Marketo or connected systems. Surface data problems before campaigns launch.

Generate campaign performance reports from unified pipeline data

Combine Marketo engagement metrics with conversion data, sales outcomes, and product usage processed by Airflow pipelines. Automatically generate and distribute attribution reports that connect marketing activity to revenue outcomes.

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 Marketo 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 understands both Airflow DAG structures and Marketo's lead database schema — mapping pipeline outputs to marketing records without custom operator code.

AI that understands orchestration layers and marketing automation

Redbird reads your Airflow DAG definitions, task dependencies, and XCom outputs alongside Marketo's lead fields, program statuses, and activity types. It automatically maps data warehouse table columns to Marketo custom fields, understands lead lifecycle stages and scoring models, and handles batching for API limits. No need to write custom Airflow operators or maintain brittle field mapping configs.

DAG output → Lead fields
Task status → Campaign triggers
XCom data → Custom objects
Pipeline metrics → Program membership
10×

faster than building custom Airflow-to-Marketo operators and maintaining field mappings

No PythonOperators for Marketo API calls. No manual JSON mapping files.

Auto-generated reports

Redbird can pull from Airflow and Marketo 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 Marketo.

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 Marketo, or from Marketo 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 Airflow pipeline event or Marketo campaign activity — Redbird handles the orchestration.

Airflow
Triggers & Actions
Trigger

DAG run completes

When any Airflow DAG successfully finishes, including specific task completion status.

Trigger

Task fails or retries

When pipeline tasks fail, exceed retry limits, or enter error states requiring attention.

Trigger

Dataset updated

When Airflow detects new data availability in monitored tables or data sources.

Action

Trigger DAG run

Programmatically start specific Airflow workflows with custom configuration parameters.

Action

Update Variable or Connection

Modify Airflow Variables or Connections based on external system state changes.

Action

Pass data via XCom

Push data into Airflow XCom for downstream task consumption in running pipelines.

Marketo
Triggers & Actions
Trigger

Lead enters program

When contacts join nurture programs, engagement campaigns, or reach specific program statuses.

Trigger

Form submitted

When prospects complete Marketo forms, including specific form IDs or field values.

Trigger

Lead score changes

When lead or account scores cross thresholds or change by significant amounts.

Action

Update lead fields

Modify standard or custom fields on lead records with fresh data from pipelines.

Action

Add to campaign

Enroll leads in Smart Campaigns, trigger campaigns, or change program membership status.

Action

Create or update custom object

Write structured data to Marketo custom objects for account-level or related records.

Airflow
+
Marketo

Ready to connect your stack?

Stop building custom operators and maintaining brittle Marketo API scripts. Connect Airflow and Marketo with Redbird AI and automate the data layer between pipeline orchestration and marketing execution.

Get started → Book a demo