Connect Airflow and
Dynamics 365 with AI

Automate data pipelines between your workflow orchestration platform and enterprise ERP. Stop manually exporting financial data, writing custom scripts to sync operational records, or waiting for warehouse updates to trigger business processes in Dynamics 365.

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.

Trigger Airflow DAGs when Dynamics 365 financial periods close

Automatically kick off data pipeline runs when accounting periods are finalized in Dynamics 365. Execute ETL jobs that aggregate financial data, generate period-over-period comparisons, and load results into your warehouse without manual intervention.

Sync pipeline-processed data back to Dynamics 365 custom entities

Load transformed data from Airflow pipeline outputs directly into Dynamics 365 custom entities and tables. Keep enriched customer scores, calculated metrics, and analytics results accessible to sales and operations teams in their ERP workflows.

Alert Dynamics 365 users when critical data pipelines fail or succeed

Send notifications to Dynamics 365 activity feeds or create tasks when Airflow pipelines encounter failures, retries, or complete successfully. Give finance and operations teams visibility into the data infrastructure powering their reports without leaving their ERP.

Extract Dynamics 365 sales and inventory data for nightly warehouse loads

Schedule Airflow DAGs to pull sales orders, inventory movements, and customer data from Dynamics 365 every night. Transform and load operational data into your warehouse with proper schema mapping, deduplication, and incremental update logic.

Enrich Dynamics 365 accounts with external data from pipeline outputs

Update Dynamics 365 account and contact records with enriched data processed through Airflow pipelines. Append credit scores, firmographic data, or custom calculated fields from multi-source data transformations directly into CRM records.

Generate Power BI datasets from Airflow pipeline results for Dynamics reporting

Automatically create or refresh Power BI datasets in Dynamics 365 when Airflow pipelines complete data transformations. Enable real-time financial and operational dashboards that reflect the latest pipeline-processed data without manual dataset updates.

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 Dynamics 365 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 both Airflow's DAG structure and task dependencies alongside Dynamics 365's entity relationships, custom fields, and business process flows.

AI that speaks both orchestration and ERP

Redbird automatically maps Airflow task outputs, XCom variables, and pipeline metadata to Dynamics 365 entities, custom tables, and business units. Our AI handles schema evolution in both systems, understands Dynamics 365's complex entity relationships and option sets, and translates between Airflow's Python-based workflows and Dynamics' OData API structure. Build integrations that respect your data governance policies while handling incremental syncs, upserts, and relationship maintenance automatically.

DAG metadata mapping
Entity relationship handling
XCom to custom field sync
Business unit routing
10×

faster than building custom Airflow operators and Dynamics API connectors

No custom Python operators, API authentication logic, or schema mapping code required

Auto-generated reports

Redbird can pull from Airflow and Dynamics 365 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 Dynamics 365.

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 Dynamics 365, or from Dynamics 365 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 business process change in Dynamics 365.

Airflow
Triggers & Actions
Trigger

DAG run completes

Trigger when an Airflow DAG finishes execution with success, failure, or specific status.

Trigger

Task fails or retries

Monitor individual task failures, retry attempts, or state changes within pipeline runs.

Trigger

Pipeline duration exceeds threshold

Detect when DAG execution time crosses defined SLA limits or performance thresholds.

Action

Trigger DAG run

Programmatically start Airflow DAG execution with custom configuration parameters.

Action

Clear task instance

Reset failed task states to enable manual re-runs or retry logic modifications.

Action

Update task XCom variables

Write metadata or status information to Airflow XCom for cross-task communication.

Dynamics 365
Triggers & Actions
Trigger

Record created or updated

Respond when accounts, orders, invoices, or any Dynamics 365 entity record changes.

Trigger

Financial period closes

Trigger workflows when accounting periods are finalized or fiscal year processes complete.

Trigger

Business process stage advances

Detect when opportunities, cases, or custom entities move through workflow stages.

Action

Create or update entity records

Write accounts, contacts, custom entities, or transactional data into Dynamics 365.

Action

Post to activity feed

Create notifications, tasks, or timeline entries for users and teams in Dynamics.

Action

Execute workflows or actions

Trigger Dynamics 365 business process flows, custom actions, or Power Automate flows.

Airflow
+
Dynamics 365

Ready to connect your stack?

Sync Airflow with Dynamics 365 in minutes. Automate the data pipelines feeding your ERP and eliminate the custom code connecting your orchestration layer to business operations.

Get started → Book a demo