Connect Databricks and
Oracle Financials with AI

Redbird AI syncs financial data between Oracle Financials and Databricks, so your data teams can build on real-time GL, AP, and AR data without waiting for nightly extracts. Stop exporting CSVs, writing custom SOAP integrations, or manually reconciling ledger changes across systems.

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.

Stream Oracle GL transactions into Delta Lake for real-time financial analytics

Automatically sync general ledger postings, journal entries, and account balances from Oracle Financials into Databricks Delta tables as they occur. Enable finance and data teams to run up-to-the-minute P&L analysis, variance reporting, and trend detection without waiting for month-end batch loads.

Push ML-based payment risk scores back to Oracle AP invoices

Train payment default models in Databricks using historical invoice and vendor data, then write risk scores and recommended payment terms directly to Oracle Financials AP records. Finance teams see predictive insights inside their native workflow without switching tools.

Automate financial close reconciliation by comparing Oracle and warehouse balances

Query both Oracle Financials ledger balances and Databricks aggregated transaction tables, flag discrepancies automatically, and route exceptions to controllers. Eliminate manual Excel-based reconciliation and accelerate month-end close cycles.

Generate consolidated management reports from Oracle actuals and Databricks forecasts

Combine Oracle Financials actuals with Databricks-generated forecasts, scenario models, and departmental allocations into unified reporting tables. Finance leadership gets board-ready reports that blend ERP data with advanced analytics in one workflow.

Alert finance teams when Databricks detects anomalies in Oracle transaction patterns

Run anomaly detection models on Oracle Financials transaction streams in Databricks and trigger alerts when unusual patterns emerge—duplicate invoices, off-cycle journal entries, or unexpected GL movements. Controllers get proactive fraud and error detection without manual review.

Archive historical Oracle financial data to Delta Lake for long-term analytics

Automatically move closed-period Oracle Financials data—aged invoices, completed close cycles, historical GL detail—into cost-efficient Databricks storage. Maintain full audit trails and enable multi-year trend analysis without bloating production ERP databases.

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 Oracle Financials 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 Oracle Financials' complex financial hierarchies and Databricks' lakehouse schemas, so you can sync GL structures, AP workflows, and AR data without custom mapping.

AI that speaks both ERP and lakehouse

Redbird automatically maps Oracle Financials' chart of accounts, ledger hierarchies, and subsidiary structures to Databricks Delta table schemas. It handles Oracle's multi-org architecture, balancing segments, and financial calendar logic alongside Databricks' partitioning strategies and medallion patterns. No need to manually decode FSCM data models or write Spark transformations for every GL attribute—Redbird bridges SOAP APIs, REST endpoints, and Unity Catalog in a single workflow.

Oracle GL segment mapping
Delta Lake schema evolution
Multi-ledger consolidation
Unity Catalog integration
10×

faster than building custom Oracle-to-Databricks ETL with SOAP APIs and PySpark

No custom FBDI templates, API polling scripts, or manual schema reconciliation across Oracle and Delta tables

Auto-generated reports

Redbird can pull from Databricks and Oracle Financials 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 Oracle Financials.

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 Oracle Financials, or from Oracle Financials 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 financial event in Oracle or data pipeline activity in Databricks.

Databricks
Triggers & Actions
Trigger

Job completes

Trigger when a Databricks workflow, notebook, or SQL query finishes successfully or fails.

Trigger

Table updated

Detect when new rows are added or existing records change in a Delta Lake table.

Trigger

Model retraining finishes

Fire when an ML experiment run completes and a new model version is registered.

Action

Write to Delta table

Insert or upsert rows into a Databricks Delta Lake table with schema enforcement.

Action

Execute SQL query

Run a parameterized SQL query against Databricks SQL warehouses or compute clusters.

Action

Trigger workflow job

Kick off a Databricks job or notebook workflow with custom parameters and dependencies.

Oracle Financials
Triggers & Actions
Trigger

Invoice posted

Fire when a new AP or AR invoice is posted and validated in Oracle Financials.

Trigger

Journal entry created

Trigger when a manual or automated journal entry hits the general ledger.

Trigger

Period closed

Detect when a financial period close completes for a ledger or subsidiary.

Action

Create journal entry

Post a new GL journal entry with line-level detail, account codes, and balancing logic.

Action

Update invoice attribute

Modify AP or AR invoice fields like payment terms, risk flags, or custom descriptive flexfields.

Action

Query ledger balances

Retrieve current or historical account balances across ledgers, segments, and periods.

Databricks
+
Oracle Financials

Ready to connect your stack?

See how Redbird AI syncs Oracle Financials and Databricks in minutes—no custom integration code, no middleware sprawl, just intelligent automation between your ERP and lakehouse.

Get started → Book a demo