Connect Airflow and
Amplitude with AI

Automate the flow of behavioral analytics data between your orchestration platform and product analytics system. Stop writing custom DAGs to sync Amplitude events to your warehouse or manually triggering pipeline runs when user cohorts update.

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.

Export Amplitude behavioral cohorts to trigger downstream data pipeline DAGs

When user segments meet specific criteria in Amplitude, automatically kick off Airflow DAGs that process related data in your warehouse. Keep your modeling pipelines in sync with how product teams define user cohorts without manual coordination.

Load Amplitude raw event data into warehouses on scheduled pipeline runs

Orchestrate regular exports of Amplitude event data through Airflow DAGs that handle incremental loads, deduplication, and transformation. Surface product analytics alongside operational data for unified reporting without managing multiple export jobs.

Send pipeline completion events to Amplitude for data freshness monitoring

Track when critical ETL jobs complete by sending custom events from Airflow to Amplitude. Data teams can monitor pipeline health using the same behavioral analytics interface product teams use, with retention and funnel analysis on data delivery.

Trigger alerts when Amplitude experiment results are statistically significant

Monitor A/B test metrics in Amplitude and automatically trigger Airflow workflows when statistical significance is reached. Generate detailed reports, update dashboards, and notify stakeholders without waiting for manual analysis.

Enrich Amplitude events with warehouse attributes from scheduled DAG outputs

Run Airflow pipelines that join product usage data with customer attributes, revenue data, or support interactions, then push enriched events back to Amplitude. Give product teams fuller context on user behavior without duplicating transformation logic.

Archive historical Amplitude data through orchestrated long-term storage pipelines

Automatically extract older behavioral data from Amplitude on a schedule and move it to cold storage through managed Airflow DAGs. Maintain compliance and optimize costs while keeping recent data accessible for analysis.

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 Amplitude 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 Airflow's DAG structure, task dependencies, and execution context alongside Amplitude's event schemas, user properties, and cohort definitions.

AI that speaks both orchestration and analytics

Redbird maps Amplitude's event taxonomy, user properties, and behavioral cohorts to Airflow's task definitions, XCom variables, and scheduling logic. It understands how to handle Amplitude's nested event properties and user_id resolution while respecting Airflow's dependency chains and retry policies. The AI generates idempotent data flows that handle incremental exports, manage API rate limits, and ensure event ordering without requiring custom operators or brittle glue code.

Event property mapping
Cohort-triggered DAGs
Incremental sync logic
Task dependency inference
10×

faster than building custom Amplitude operators and sync DAGs

No Python scripts parsing Amplitude API responses or managing incremental bookmark logic in XCom

Auto-generated reports

Redbird can pull from Airflow and Amplitude 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 Amplitude.

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 Amplitude, or from Amplitude 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 DAG completions in Airflow or behavioral milestones in Amplitude, then take action across both systems.

Airflow
Triggers & Actions
Trigger

DAG run completes successfully

Trigger workflows when a specific Airflow DAG finishes executing without errors.

Trigger

Task fails with retry exhausted

Detect when an Airflow task has failed all retry attempts and requires intervention.

Trigger

Scheduled DAG execution starts

React to the beginning of a time-based or sensor-triggered DAG run.

Action

Trigger specific DAG with parameters

Programmatically start an Airflow DAG run with custom configuration values.

Action

Pause or unpause DAG schedules

Control whether scheduled DAGs continue running based on external conditions.

Action

Update task XCom values

Write data into Airflow's cross-communication store for downstream task consumption.

Amplitude
Triggers & Actions
Trigger

User enters behavioral cohort

Detect when users meet specific behavioral criteria and join a defined segment.

Trigger

Experiment reaches significance threshold

Trigger actions when A/B test results achieve statistical confidence levels.

Trigger

Event volume exceeds expected range

Monitor when incoming event counts deviate from normal patterns indicating issues or growth.

Action

Send custom event with properties

Track specific occurrences in Amplitude with structured attributes for analysis.

Action

Update user properties in profile

Modify user-level attributes that persist across sessions for segmentation and personalization.

Action

Export cohort to data destination

Push a defined user segment from Amplitude to warehouses or activation tools.

Airflow
+
Amplitude

Ready to connect your stack?

Sync Amplitude analytics with Airflow pipelines in minutes. Redbird handles the orchestration complexity so your data and product teams can focus on insights, not infrastructure.

Get started → Book a demo