Connect Airflow and
Google Drive with AI

Automate how your data pipelines deliver results to stakeholders. Stop manually downloading pipeline outputs, copying files between systems, or writing custom operators to handle Google Drive uploads and permissions.

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 DAG run results and data quality reports to shared Drive folders

Automatically save pipeline outputs, validation reports, and data quality metrics to organized Google Drive folders after each DAG completion. Redbird handles file naming, folder structure, and sharing permissions so stakeholders always have access to the latest results without manual intervention.

Trigger data pipeline DAGs when new CSV or JSON files arrive in Drive

Monitor specific Google Drive folders for new data files and automatically kick off Airflow DAGs to process them. Perfect for ingesting partner data drops, manual uploads from business teams, or scheduled file deliveries that need immediate processing.

Archive pipeline logs and artifacts to Drive for compliance and auditing

Automatically backup Airflow task logs, configuration files, and execution metadata to Google Drive with retention policies. Redbird structures archives by date, pipeline name, and environment, making it easy to retrieve historical run data for troubleshooting or compliance requirements.

Sync transformed datasets to Drive as Excel or CSV for business users

Export cleaned, transformed data from your pipelines directly to Google Drive in business-friendly formats. Redbird can split large datasets into multiple sheets, apply formatting, and update shared files on a schedule so analysts always work with current data.

Alert teams in Drive when pipeline failures exceed thresholds

Create incident reports in shared Google Drive folders when Airflow DAGs fail repeatedly or SLA violations occur. Redbird aggregates error logs, affected tasks, and retry history into structured documents that help teams diagnose and resolve issues faster.

Process spreadsheet updates from Drive through validation and enrichment pipelines

When business teams update configuration spreadsheets or reference data in Google Drive, automatically trigger Airflow workflows that validate formats, enrich records, and load changes into production systems. Enables semi-automated data management workflows controlled by non-technical stakeholders.

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 Google Drive 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 DAG structures, task dependencies, and execution contexts alongside Google Drive's file hierarchy, permissions model, and collaboration features.

AI that understands pipeline outputs and file collaboration patterns

Redbird automatically maps Airflow task outputs, XCom values, and variable stores to appropriate Google Drive destinations. It recognizes data quality check results, transformation artifacts, and monitoring metrics, then formats them for stakeholder consumption. The AI handles Drive folder structures, file versioning, and permission inheritance, ensuring the right people access the right pipeline outputs. When files arrive in Drive, Redbird parses metadata, validates schemas, and prepares data for pipeline ingestion.

DAG run metadata
Task output artifacts
Drive folder hierarchies
File permission mapping
10×

faster than building custom Airflow operators for Drive uploads

No OAuth flows, file handling logic, or retry mechanisms to code

Auto-generated reports

Redbird can pull from Airflow and Google Drive 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 Google Drive.

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 Google Drive, or from Google Drive 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 pipeline event in Airflow or file activity in Google Drive, then take action across both platforms.

Airflow
Triggers & Actions
Trigger

DAG run completes

Trigger when an Airflow DAG finishes execution with success, failure, or any completion state.

Trigger

Task fails or retries

Trigger when specific tasks fail, exceed retry limits, or require manual intervention.

Trigger

Pipeline SLA missed

Trigger when DAG or task execution times exceed defined service level agreements.

Action

Start DAG run

Trigger a specific DAG with custom configuration parameters or execution date.

Action

Update Airflow variables

Modify pipeline configuration variables dynamically based on external data or conditions.

Action

Clear task instances

Reset task state to enable re-runs or clear downstream dependencies programmatically.

Google Drive
Triggers & Actions
Trigger

New file added to folder

Trigger when files matching specific patterns or types appear in monitored Drive folders.

Trigger

File updated or modified

Trigger when existing files are edited, with options to filter by file type or modification threshold.

Trigger

File sharing permissions change

Trigger when files are shared with new users or permission levels are modified.

Action

Upload file to Drive

Create new files in specified folders with automatic naming, formatting, and organization.

Action

Update existing file content

Modify file contents, append data to spreadsheets, or refresh reports in place.

Action

Set file permissions

Grant or revoke access to specific users, groups, or domains with granular permission levels.

Airflow
+
Google Drive

Ready to connect your stack?

Connect Airflow to Google Drive and automate how your pipelines deliver insights to stakeholders. Build workflows in minutes, not days of custom operator development.

Get started → Book a demo