Connect Dynamics 365 and
Looker with AI

Sync your ERP data directly into Looker's semantic layer without manual exports or warehouse pipelines. Redbird AI automates the flow from Dynamics 365 financials, operations, and CRM into governed metrics and live dashboards—no data engineering required.

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 Dynamics 365 financial data into Looker's LookML models automatically

Push general ledger, accounts receivable, and budget actuals from Dynamics 365 directly into Looker's data warehouse and update LookML definitions. Finance teams get real-time P&L and cash flow dashboards without waiting on data engineering sprints.

Stream sales pipeline and opportunity data to Looker for revenue analytics

Automatically sync CRM entities—opportunities, quotes, accounts—from Dynamics 365 Sales into Looker for pipeline forecasting and win rate analysis. Sales ops can build self-serve reports on deal velocity without exporting CSVs.

Update Dynamics 365 inventory records when Looker reports detect anomalies

Trigger stock adjustments or create work orders in Dynamics 365 when Looker dashboards flag inventory discrepancies or reorder thresholds. Operations teams close the loop between analytics and action in your ERP.

Enrich Dynamics 365 customer records with behavioral insights from Looker explores

Write aggregated usage metrics, product adoption scores, or churn signals from Looker back into Dynamics 365 account and contact fields. Customer success and sales reps see analytics-driven context directly in the CRM.

Automate monthly financial close reporting from Dynamics 365 to Looker dashboards

Push trial balance, variance analysis, and intercompany eliminations into Looker on a schedule aligned with your close calendar. CFOs and FP&A teams get governed executive dashboards refreshed automatically each period-end.

Alert finance teams when Looker KPIs trigger budget or variance thresholds

Monitor Looker metrics for budget overruns, margin compression, or revenue shortfalls, then create tasks or notifications in Dynamics 365 for the responsible cost center or account manager. Turn insights into workflow without Slack sprawl.

Live in four steps

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

01

Connect your accounts

Authorize Dynamics 365 and Looker 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 Dynamics 365's entity relationships and Looker's LookML schema—so your ERP data flows into governed analytics without transformation scripts.

AI that speaks both ERP and semantic layer

Redbird maps Dynamics 365 entities like AccountingDistribution, SalesOrderLine, and InventoryOnHand to Looker dimensions, measures, and explores. It understands foreign key relationships in your CRM, supply chain, and finance modules, then writes them into LookML or your data warehouse schema. When your chart of accounts changes or new custom fields are added in Dynamics, Redbird detects the schema drift and updates downstream models—no manual reconciliation.

Dynamics 365 entity mapping
LookML model generation
Schema drift detection
Cross-module joins
10×

faster than building custom ETL from Dynamics 365 to your data warehouse and manually defining Looker models

No OData connectors, dbt transformations, or LookML refactoring needed

Auto-generated reports

Redbird can pull from Dynamics 365 and Looker 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 Dynamics 365 or Looker.

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 Dynamics 365 into Looker, or from Looker back into Dynamics 365. 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 Dynamics 365 or Looker—from a posted invoice to a dashboard alert.

Dynamics 365
Triggers & Actions
Trigger

Sales order created or updated

Fires when a new sales order is entered or an existing order is modified in Dynamics 365 Sales.

Trigger

Invoice posted to general ledger

Triggers when an invoice is finalized and accounting distributions are posted in Dynamics 365 Finance.

Trigger

Inventory transaction recorded

Activates when stock is received, issued, or adjusted in Dynamics 365 Supply Chain Management.

Action

Create or update account record

Add a new customer or vendor account or modify existing account attributes in Dynamics 365.

Action

Post journal entry

Create and post a general ledger journal entry with specified account distributions and dimensions.

Action

Create task or work order

Generate a follow-up task for a user or initiate a field service work order in Dynamics 365.

Looker
Triggers & Actions
Trigger

Scheduled Look delivered

Fires when a Looker scheduled report or dashboard email is sent to subscribers.

Trigger

Alert condition met

Triggers when a Looker alert detects that a metric crosses a defined threshold or anomaly rule.

Trigger

Explore query run

Activates when a user executes a specific saved explore or ad-hoc query in Looker.

Action

Update LookML dimension or measure

Modify field definitions, joins, or logic in your Looker model via LookML Git workflow.

Action

Refresh PDT or aggregate table

Trigger a rebuild of a persistent derived table or aggregate to reflect updated source data.

Action

Send custom alert or notification

Push a data-driven alert to Slack, email, or another channel based on Looker query results.

Dynamics 365
+
Looker

Ready to connect your stack?

Stop exporting Dynamics 365 data to spreadsheets or waiting on data engineers to update Looker models. Redbird AI syncs your ERP and analytics layer in real time.

Get started → Book a demo