Connect Looker and
Oracle Financials with AI

Automate the flow between your enterprise BI platform and financial systems. Stop manually exporting actuals from Oracle, reconciling metrics across systems, and rebuilding reports when chart of accounts changes.

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.

Sync Oracle GL actuals into Looker data model for unified reporting

Automatically pull general ledger balances, account hierarchies, and period actuals from Oracle Financials into your data warehouse and update LookML dimensions. Finance teams get live actuals alongside operational metrics without CSV exports or manual ETL jobs.

Create Oracle journal entries from Looker variance analysis and anomaly detection

When Looker dashboards detect metric anomalies or budget variances exceeding thresholds, automatically draft adjustment journal entries in Oracle Financials with supporting context. Accelerates month-end close by flagging accrual and reclassification needs in real-time.

Update Looker semantic layer when Oracle chart of accounts structure changes

Monitor Oracle Financials for new GL accounts, cost centers, or dimension changes and automatically update corresponding LookML models and explores. Keeps metric definitions consistent without manual schema updates or breaking existing dashboards.

Alert finance teams in Slack when Looker metrics diverge from Oracle actuals

Compare calculated metrics in Looker with source-of-truth balances in Oracle Financials and trigger alerts when reconciliation differences exceed materiality thresholds. Catches data pipeline issues and calculation errors before they reach executive reporting.

Enrich Oracle AR aging reports with customer health scores from Looker

Pull customer behavior metrics, payment patterns, and churn risk scores from Looker explores and append them to Oracle accounts receivable aging buckets. Collections teams prioritize outreach based on both balance age and relationship health.

Archive Oracle financial close documentation with linked Looker performance dashboards

When Oracle month-end close completes, automatically capture final GL balances alongside corresponding Looker board decks and variance explanations. Creates auditable close packages with operational context tied to financial results.

Live in four steps

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

01

Connect your accounts

Authorize Looker 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 understands Oracle Financials' hierarchical chart of accounts and period structures alongside Looker's LookML semantic layer, automating the translation between GAAP accounting and business metric definitions.

AI that reads both financial schemas and semantic models

Redbird maps Oracle GL segment hierarchies, subsidiary structures, and accounting calendar periods to Looker dimension groups and derived tables automatically. It understands when Oracle balance types (debit/credit) need transformation for Looker reporting conventions, handles currency conversion across Oracle ledgers and Looker explores, and detects when Oracle consolidation rules should flow into LookML aggregate calculations. No hardcoded field mappings or brittle custom scripts.

GL account hierarchy mapping
LookML dimension syncing
Period structure reconciliation
Balance type transformation
10×

faster financial data integration than building custom Oracle API connectors and LookML generators

No Python scripts to parse GL exports, no middleware to transform accounting hierarchies, no manual LookML updates when chart of accounts evolves

Auto-generated reports

Redbird can pull from Looker 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 Looker 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 Looker into Oracle Financials, or from Oracle Financials back into Looker. 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 Looker or Oracle Financials—period close, dashboard refresh, GL posting, or metric threshold breach.

Looker
Triggers & Actions
Trigger

Dashboard data refreshed

Fires when scheduled Looker dashboard or explore query completes and new data is available.

Trigger

Metric threshold exceeded

Triggers when a Looker metric crosses defined business rule thresholds or variance limits.

Trigger

LookML model updated

Detects when semantic layer definitions, dimensions, or measures change in production LookML.

Action

Create derived table

Generate new LookML persistent derived table from external data sources or transformations.

Action

Update dimension metadata

Modify dimension labels, descriptions, or drill paths in LookML models programmatically.

Action

Trigger scheduled look delivery

Initiate on-demand delivery of Looker reports or dashboards to stakeholders via email or Slack.

Oracle Financials
Triggers & Actions
Trigger

Period closed

Fires when an accounting period is closed and GL balances are locked in Oracle Financials.

Trigger

Journal entry posted

Triggers when new journal entries are approved and posted to the general ledger.

Trigger

Chart of accounts modified

Detects when GL accounts, cost centers, or segment values are added or restructured.

Action

Create journal entry

Draft or post new journal entries with line-level detail, account codes, and supporting references.

Action

Update account attributes

Modify GL account metadata, reporting hierarchies, or dimensional tagging in Oracle.

Action

Generate financial report

Trigger Oracle Financial Reporting Studio outputs or standard balance/P&L statement generation.

Looker
+
Oracle Financials

Ready to connect your stack?

Stop building custom integrations between Oracle Financials and Looker. Redbird handles the complexity of syncing financial actuals with your semantic layer so your teams work from a single source of truth.

Get started → Book a demo