Connect Airflow and
Oracle Retail with AI

Redbird AI connects your workflow orchestration platform with your retail management suite. Stop writing custom DAG tasks to extract retail data or manually triggering pipelines when merchandising events occur. Automate the entire flow between operational retail systems and your data infrastructure.

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 inventory reconciliation pipelines when Oracle Retail stock counts update

Automatically kick off Airflow DAGs when inventory adjustments or cycle counts are posted in Oracle Retail. Stream SKU-level changes to your warehouse and trigger downstream analytics workflows without polling or batch delays.

Load demand forecast results back into Oracle Retail replenishment workflows

Push ML-generated demand forecasts from your Airflow-orchestrated models directly into Oracle Retail's replenishment engine. Update recommended order quantities and trigger purchase order workflows based on the latest predictions.

Sync purchase order status changes to trigger EDI and supplier notification pipelines

When Oracle Retail creates or updates purchase orders, automatically trigger Airflow workflows that generate EDI documents, update vendor portals, and sync order data to your ERP and finance systems in real time.

Orchestrate nightly merchandise hierarchy and attribute enrichment jobs

Pull product hierarchies, attributes, and pricing data from Oracle Retail on schedule. Run Airflow DAGs that enrich product metadata with external data sources, then push cleansed catalog data back to Oracle Retail and your customer-facing systems.

Alert retail ops teams when pipeline failures affect critical merchandising processes

Monitor Airflow task failures for retail-critical workflows and automatically create incidents in Oracle Retail or notify merchandising teams. Include context about which SKUs, stores, or planning cycles are impacted by the data delay.

Archive historical sales and markdown data for compliance and trend analysis

Orchestrate scheduled extracts of transaction, promotion, and markdown history from Oracle Retail. Run Airflow pipelines that transform, validate, and load retail operational data into your long-term archive and analytics platforms.

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 Oracle Retail 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 structures and task dependencies alongside Oracle Retail's merchandising entities, inventory tables, and planning workflows—so you can orchestrate retail data pipelines without writing boilerplate integration code.

AI that understands workflow orchestration and retail data models

Redbird maps Airflow operators, sensors, and XComs to Oracle Retail's item masters, inventory balances, purchase orders, and allocation rules. The platform recognizes when a merchandising event should trigger a DAG run, which retail entities need transformation before loading into your warehouse, and how to handle dependencies between retail planning cycles and your analytics workflows. Connect pipeline orchestration logic with operational retail data without building custom hooks or maintaining brittle SQL extracts.

DAG orchestration
Inventory events
Merchandise hierarchies
Replenishment flows
10×

faster than building custom Airflow operators for Oracle Retail extraction

No custom PythonOperators, database hooks, or retry logic for retail-specific APIs

Auto-generated reports

Redbird can pull from Airflow and Oracle Retail 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 Oracle Retail.

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 Oracle Retail, or from Oracle Retail 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 workflows from any event in Airflow or Oracle Retail—from DAG task failures to inventory posting updates.

Airflow
Triggers & Actions
Trigger

DAG run completes

Trigger workflows when an Airflow DAG finishes successfully, fails, or reaches a specific state.

Trigger

Task instance fails

Start automations when specific Airflow tasks fail, including retry metadata and error context.

Trigger

Sensor triggers downstream

Capture when an Airflow sensor detects an external condition and triggers dependent tasks.

Action

Trigger DAG with parameters

Programmatically trigger Airflow DAGs with custom configuration and runtime parameters.

Action

Update task XCom values

Write data to Airflow XCom for cross-task communication and downstream pipeline context.

Action

Pause or unpause DAG

Dynamically enable or disable Airflow DAGs based on external events or data conditions.

Oracle Retail
Triggers & Actions
Trigger

Inventory balance updated

Trigger when stock levels change for SKUs across stores, warehouses, or distribution centers.

Trigger

Purchase order created or approved

Start workflows when new POs are generated or move through approval stages in Oracle Retail.

Trigger

Merchandise hierarchy changes

Capture when product categories, departments, or item attributes are modified in the merchandise master.

Action

Create or update item master

Add new SKUs or modify product attributes, pricing, and hierarchy assignments in Oracle Retail.

Action

Post inventory adjustment

Record stock adjustments, transfers, or cycle count results directly into inventory management tables.

Action

Update replenishment parameters

Modify min/max levels, safety stock, or reorder points for items based on forecasted demand.

Airflow
+
Oracle Retail

Ready to connect your stack?

Redbird AI connects Airflow and Oracle Retail so you can orchestrate retail data pipelines without custom operators or endless maintenance. Start automating the flow between your workflow platform and retail operations.

Get started → Book a demo