Connect Databricks and
SAP with AI

Automate the flow between your lakehouse and ERP without building custom pipelines or exporting CSV files. Redbird AI syncs data, predictions, and analytics between Databricks and SAP—so your models actually drive operational decisions across finance, supply chain, and manufacturing.

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.

Push demand forecasts from Databricks ML models into SAP procurement workflows

Train forecasting models on historical data in Databricks, then automatically update SAP material requirements and purchase requisitions based on predictions. Keep procurement aligned with real-time demand signals without manual updates.

Sync SAP production orders and inventory levels to Databricks for supply chain optimization

Pull manufacturing execution and stock data from SAP into your lakehouse as it changes. Build optimization models on complete operational data and close the loop between ERP transactions and analytics.

Enrich SAP customer master data with churn scores and lifetime value predictions

Calculate customer analytics and ML scores in Databricks, then write them back to SAP customer records. Give sales, finance, and service teams predictive insights directly in their ERP workflows.

Alert finance teams when Databricks detects anomalies in SAP transaction patterns

Run anomaly detection models on SAP financial transactions streamed to Databricks. Trigger alerts and create investigation tasks when unusual patterns appear—fraud detection that scales across global operations.

Archive SAP financial close data to Databricks lakehouse for compliance and long-term analysis

Automatically extract period-end financials, cost center balances, and audit trails from SAP to Databricks. Maintain complete historical records in open formats while freeing SAP storage and enabling cross-year trend analysis.

Generate executive dashboards by combining Databricks analytics with live SAP operational metrics

Query SAP for real-time order status, inventory, and financials, join with ML predictions and aggregated insights from Databricks. Automate board-ready reports that merge ERP actuals with predictive analytics.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize Databricks and SAP 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 Databricks table schemas and SAP's complex module structures—automatically mapping between lakehouse analytics and ERP business objects.

AI that speaks both lakehouse and ERP

Redbird maps Databricks Delta tables, feature stores, and ML model outputs to SAP's BAPI interfaces, IDoc structures, and business object hierarchies. Our AI understands SAP material masters, cost centers, sales orders, and production tables—and how they relate to your analytics schemas. No need to write custom ABAP or manage brittle OData endpoints. Redbird handles schema evolution, data type conversions, and the idiosyncrasies of both platforms automatically.

Delta table → SAP table sync
ML predictions → business objects
BAPI & IDoc translation
Feature store → ERP enrichment
10×

faster than building custom SAP extractors and Databricks ingestion pipelines

No ABAP development, OData mapping, or Spark connector configuration required

Auto-generated reports

Redbird can pull from Databricks and SAP 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 Databricks or SAP.

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 Databricks into SAP, or from SAP back into Databricks. 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 event in Databricks or SAP—from table updates and job completions to order changes and financial postings.

Databricks
Triggers & Actions
Trigger

Table updated

Trigger when a Delta table or view in Databricks receives new data or is refreshed.

Trigger

Job completed

Fire when a Databricks workflow, notebook, or scheduled job finishes running successfully.

Trigger

ML model deployed

Trigger when a new model version is registered or promoted to production in MLflow.

Action

Write to Delta table

Insert or upsert rows into a Databricks Delta table with schema validation and merge logic.

Action

Run SQL query

Execute a SQL statement against Databricks SQL warehouse and return or store results.

Action

Trigger Databricks job

Invoke a workflow or notebook job with custom parameters and track execution status.

SAP
Triggers & Actions
Trigger

Sales order created

Fire when a new sales order is entered in SAP SD, capturing customer and line item details.

Trigger

Material document posted

Trigger on inventory movements, goods receipts, or stock transfers recorded in SAP MM.

Trigger

Financial period closed

Fire when month-end or year-end close is executed in SAP FI, locking accounting periods.

Action

Update material master

Modify material descriptions, pricing, or planning data in SAP master records via BAPI.

Action

Create purchase requisition

Generate procurement requests in SAP MM with material, quantity, and delivery date specifications.

Action

Post cost center transaction

Write cost allocations or journal entries to SAP CO for internal accounting and reporting.

Databricks
+
SAP

Ready to connect your stack?

Stop exporting SAP data to CSV or building fragile integration jobs. Let Redbird AI connect Databricks and SAP so your analytics actually power operational decisions.

Get started → Book a demo