Connect BigQuery and
Dynamics 365 with AI

Stop exporting CSV files and rebuilding reports manually. Redbird AI syncs financial data, customer records, and operational metrics between BigQuery and Dynamics 365 automatically—so your analytics stay current and your ERP reflects real business intelligence.

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 and sales data to BigQuery for enterprise analytics

Automatically replicate Dynamics 365 transactions, accounts, and opportunities into BigQuery tables. Keep your data warehouse updated with fresh ERP data for cross-functional reporting. Eliminate nightly ETL jobs and manual data extraction processes.

Push BigQuery customer segmentation and scoring back to Dynamics 365 contact records

Run ML-based customer scoring and segmentation models in BigQuery, then write results directly to Dynamics 365 custom fields. Sales and service teams see enriched customer insights without leaving their ERP. Keep predictive scores current as new data flows through your warehouse.

Alert Dynamics 365 users when BigQuery analytics detect anomalies in financial metrics

Monitor aggregated financial patterns in BigQuery and trigger notifications in Dynamics 365 when thresholds are breached. Finance teams get proactive alerts on revenue anomalies, inventory discrepancies, or margin shifts. Connect analytical insights directly to operational workflows.

Archive historical Dynamics 365 records to BigQuery for long-term compliance and analysis

Automatically transfer aged transactions, closed opportunities, and historical customer data from Dynamics 365 to BigQuery. Maintain ERP performance while preserving complete audit trails. Query years of operational history without impacting production systems.

Generate executive dashboards combining BigQuery analytics with live Dynamics 365 operational data

Pull real-time KPIs from Dynamics 365 and merge with multi-year trends stored in BigQuery. Create unified reporting that spans warehouse analytics and current ERP state. Update Power BI or Looker dashboards with a complete operational picture.

Update Dynamics 365 inventory forecasts using BigQuery demand prediction models

Run demand forecasting and inventory optimization models on historical data in BigQuery, then push recommendations to Dynamics 365 supply chain modules. Automate the flow from predictive analytics to operational planning. Keep procurement teams aligned with data-driven forecasts.

Live in four steps

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

01

Connect your accounts

Authorize BigQuery and Dynamics 365 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 BigQuery's schema structures and Dynamics 365's entity relationships, so you can automate complex data flows without writing SQL transformations or navigating Dataverse APIs.

AI that speaks both warehouse and ERP

Redbird maps Dynamics 365 entities like Account, Opportunity, Invoice, and SalesOrder to BigQuery table schemas automatically. The platform understands Common Data Model relationships, custom fields, and option sets in Dynamics 365, and translates them to appropriate BigQuery data types and partitioning strategies. Whether you're syncing financial actuals, replicating customer hierarchies, or enriching contact records with warehouse-derived insights, Redbird handles schema drift, data type conversions, and incremental updates intelligently.

Auto-map Dynamics 365 entities to BigQuery tables
Handle custom fields and option sets
Incremental sync with change tracking
Intelligent data type conversion
10×

faster than building custom BigQuery exports and Dynamics 365 API integrations

No Dataflow jobs, Python scripts, or Web API authentication code required

Auto-generated reports

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

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 BigQuery into Dynamics 365, or from Dynamics 365 back into BigQuery. 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 from any event in BigQuery or Dynamics 365 and automate across your entire data and operations stack.

BigQuery
Triggers & Actions
Trigger

Query result changes

Trigger workflows when scheduled BigQuery query results exceed thresholds or detect new patterns.

Trigger

New rows in table

Detect new records inserted into BigQuery tables and initiate downstream actions automatically.

Trigger

ML model prediction completes

Start workflows when BigQuery ML models finish scoring batches of customer or product data.

Action

Insert rows into table

Write Dynamics 365 data directly into BigQuery tables with automatic schema mapping.

Action

Run parameterized query

Execute BigQuery SQL with dynamic parameters from Dynamics 365 events or records.

Action

Update table metadata

Modify BigQuery table descriptions, labels, or partitioning based on Dynamics 365 changes.

Dynamics 365
Triggers & Actions
Trigger

New or updated account

Trigger workflows when customer accounts are created or modified in Dynamics 365.

Trigger

Opportunity closed

Start processes when sales opportunities reach won or lost status in your pipeline.

Trigger

Invoice posted

Detect newly posted invoices or financial transactions for immediate warehouse sync.

Action

Create or update contact

Write enriched customer data from BigQuery back to Dynamics 365 contact records.

Action

Update custom fields

Populate Dynamics 365 custom fields with calculated scores, segments, or predictions from BigQuery.

Action

Create task or notification

Generate Dynamics 365 tasks or alerts based on analytical insights detected in BigQuery.

BigQuery
+
Dynamics 365

Ready to connect your stack?

See how Redbird AI connects BigQuery and Dynamics 365 in minutes. Automate the data flows your team needs without managing infrastructure or writing integration code.

Get started → Book a demo