Sync machine learning predictions, customer intelligence, and analytical insights between your lakehouse and ERP automatically. Stop exporting CSV files, writing custom API scripts, or running manual data pipelines to keep your operational systems aligned with your analytics layer.
Redbird gives your team ready-to-run workflows — just connect your accounts and go.
Run churn models in Databricks on customer behavior data, then automatically update Dynamics 365 account and contact records with propensity scores and recommended actions. Sales teams see real-time risk indicators without leaving their CRM interface.
Stream new and updated sales orders from Dynamics 365 into Delta tables as they're created. Feed real-time operational data into forecasting models and inventory optimization workflows without batch ETL delays.
Apply Databricks feature store outputs and clustering results to Dynamics 365 contacts and accounts automatically. Marketing and sales teams see customer segments, lifetime value predictions, and next-best-action recommendations directly in their workspace.
Automatically kick off Databricks model retraining jobs when Dynamics 365 closes monthly or quarterly financials. Ensure forecasting and planning models incorporate the latest confirmed operational results without manual intervention.
Run anomaly detection models on Dynamics 365 financial transaction data in Databricks, then automatically create tasks or alerts in Dynamics 365 when outliers are detected. Fraud detection and compliance teams get notified within their operational workflow.
Automatically move aging transactional records from Dynamics 365 into cost-efficient Delta Lake storage in Databricks for long-term analytics and compliance. Keep ERP performance high while maintaining complete historical context for modeling and reporting.
No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.
Authorize Databricks and Dynamics 365 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 lakehouse schemas and Dynamics 365 entity structures, so your data science outputs flow seamlessly into operational systems without custom integration code.
Redbird maps Databricks Delta tables, ML model outputs, and feature store entities to Dynamics 365 accounts, contacts, sales orders, and custom fields automatically. Our intelligence layer understands when to append ML scores to customer records, when to trigger workflows based on prediction thresholds, and how to handle schema evolution across both platforms. No need to write Dataframe-to-API transformation logic or maintain brittle field mapping configurations.
faster than building custom Databricks-to-Dynamics API integrations
Redbird can pull from Databricks and Dynamics 365 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 Dynamics 365.
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 Dynamics 365, or from Dynamics 365 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 automations from any event in Databricks or Dynamics 365 and orchestrate complex data workflows across your analytics and operational stack.
Trigger when records are inserted, updated, or deleted in a specified Delta table or database.
React when a Databricks ML training job finishes, with access to model metrics and artifacts.
Trigger workflows based on Databricks notebook or job runs completing on schedule.
Insert or update model scores, segments, or enrichment data into a specified Delta table.
Start a Databricks job or notebook execution with dynamic parameters based on ERP events.
Retrieve feature store values for specific entities to enrich operational records in real time.
Trigger when customer accounts are created or modified in Dynamics 365.
React immediately when new sales orders are placed in Dynamics 365 Operations.
Trigger workflows when accounting periods are closed and financials are finalized.
Enrich Dynamics 365 account records with predictions, propensity scores, or segment assignments.
Generate tasks or notifications for sales or service teams based on analytical insights.
Write calculated metrics, risk scores, or recommendations to custom Dynamics 365 fields.
Sync Databricks and Dynamics 365 in minutes. Redbird handles the complexity of connecting lakehouse analytics to enterprise ERP, so your teams can focus on insights, not integration maintenance.