Stop manually exporting order data for analysis or updating product catalogs with model predictions. Redbird AI connects your unified data platform to your enterprise storefront, automating customer intelligence, inventory optimization, and personalization workflows across your commerce stack.
Redbird gives your team ready-to-run workflows — just connect your accounts and go.
Train customer lifetime value models on your unified lakehouse data, then automatically push predictions back to Magento customer attributes. Enable segment-based pricing, personalized promotions, and tiered service levels without manual scoring or CSV uploads.
Capture every transaction, cart abandonment, and customer interaction as structured events in your Databricks lakehouse. Build unified dashboards combining storefront behavior with warehouse, marketing, and support data for complete commerce intelligence.
Deploy recommendation models trained on browsing, purchase, and inventory data, then automatically update product cross-sell and upsell fields in Magento. Keep personalization fresh as models retrain on new behavioral signals.
Run daily demand and elasticity models on historical sales and market data, then push optimized price tiers and promotional rules to Magento product catalogs. Adjust pricing across thousands of SKUs without manual intervention or spreadsheet workflows.
Combine storefront orders, customer account changes, and wishlist activity with CRM, support, and marketing touchpoints in a single lakehouse table. Power segmentation, churn models, and attribution analysis on complete customer journeys.
Monitor inventory velocity and forecast demand using Databricks ML models, then automatically notify teams or trigger reorder workflows in connected ERP systems when Magento stock levels hit predicted thresholds. Prevent lost sales from out-of-stock items.
No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.
Authorize Databricks and Magento with OAuth or API credentials. Redbird never stores your data — it just passes through.
Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.
Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.
Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.
Redbird understands both Databricks table schemas and Magento's complex multi-store catalog structure, so you can automate commerce intelligence without custom code or middleware.
Redbird's AI understands Databricks table structures, partitioning schemes, and feature store conventions alongside Magento's EAV catalog model, customer groups, and store view hierarchies. Map ML predictions to product attributes, sync aggregated metrics to custom fields, or build real-time segments from lakehouse queries—without writing schema transformation logic or managing API pagination. The platform handles type conversion, multi-store routing, and incremental syncs automatically.
faster than building Databricks-to-Magento pipelines with Airflow and REST API scripts
Redbird can pull from Databricks and Magento simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.
Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either Databricks or Magento.
SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.
Push data from Databricks into Magento, or from Magento back into Databricks. Resolve conflicts with configurable merge rules.
Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.
Start workflows from any lakehouse event or storefront activity, and automate actions across both platforms.
Fire when new data arrives in a specified Delta Lake table or partition.
Trigger when a new model version is logged to MLflow registry.
Start workflows when a Databricks job finishes successfully or fails.
Insert or upsert rows into a Delta Lake table with schema enforcement.
Run a SQL query against your lakehouse and return results for downstream steps.
Start a Databricks job with custom parameters and track execution status.
Fire when a new order is created in any store view.
Trigger when catalog products are added or attributes change.
Start workflows when a new customer account is created.
Set custom attributes, prices, or inventory levels for specific SKUs or product sets.
Build dynamic customer segments based on attributes or calculated fields.
Assign customers to pricing tiers or groups based on external criteria.
Join teams using Redbird AI to sync Databricks intelligence with Magento storefronts. Automate the workflows data engineers and commerce teams build together.