Connect BigQuery and
Square with AI

Sync Square payment data to BigQuery and run analytics on your sales, inventory, and revenue streams without manual exports. Stop wrestling with API documentation and CSV uploads—Redbird automates the flow between your point-of-sale and data warehouse.

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 Square transaction data to BigQuery for real-time revenue analytics

Automatically stream payment, refund, and tender data from Square to BigQuery tables as transactions occur. Build dashboards on live sales data across all locations and channels without waiting for end-of-day exports.

Load Square inventory and catalog data into BigQuery for product analysis

Pull complete product catalogs, variations, categories, and stock levels from Square into BigQuery on a scheduled basis. Join sales transactions with product metadata to analyze performance by category, modifier, and location.

Enrich Square customer records with BigQuery analytics and segmentation data

Push customer lifetime value scores, segment classifications, and predictive analytics from BigQuery back to Square customer profiles. Enable location teams to see enriched customer data at point-of-sale.

Archive historical Square payment data to BigQuery for compliance and auditing

Automatically export complete transaction histories, including itemizations, taxes, and payment methods to BigQuery for long-term storage. Maintain queryable records beyond Square's retention windows for regulatory compliance.

Generate automated revenue reconciliation reports comparing Square and BigQuery data

Cross-reference Square settlement data against BigQuery financial records to identify discrepancies and ensure payment accuracy. Alert finance teams when daily totals don't match across systems.

Trigger alerts when BigQuery forecasts detect Square inventory depletion patterns

Run ML models in BigQuery on historical Square sales velocity and stock levels to predict stockouts. Automatically notify inventory managers before high-demand items run out at specific locations.

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 Square 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 Square's payment and inventory schemas alongside BigQuery's data warehouse structure, so you can automate data flows without building custom pipelines.

AI that maps Square transactions to BigQuery analytics tables

Redbird automatically recognizes Square payment objects, itemizations, tender types, and customer records, then maps them to optimized BigQuery table schemas. The AI handles nested payment details, tax breakdowns, modifier structures, and location hierarchies without manual column mapping. Schema changes in Square are detected and reconciled automatically, keeping your warehouse data fresh. Transform raw transaction JSON into queryable tables ready for BI tools and ML models.

Payment & tender normalization
Nested itemization flattening
Location & catalog mapping
Automated schema evolution
10×

faster than building custom ETL pipelines for Square payment data

No API wrapper development, JSON parsing logic, or incremental sync management required

Auto-generated reports

Redbird can pull from BigQuery and Square 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 Square.

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 Square, or from Square 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 automations from any Square transaction or BigQuery query result and take action across both systems.

BigQuery
Triggers & Actions
Trigger

Query result threshold reached

Trigger when a scheduled BigQuery query returns values exceeding defined thresholds for revenue, transaction volume, or customer metrics.

Trigger

Table data updated

Detect when specific BigQuery tables receive new rows or updates, such as enriched customer segments or predictive analytics results.

Trigger

Scheduled analysis complete

Trigger when time-based BigQuery jobs finish running, such as nightly sales aggregations or weekly cohort analyses.

Action

Insert rows into table

Write Square transaction, customer, or inventory data directly into specified BigQuery tables with automatic schema matching.

Action

Execute parameterized query

Run BigQuery SQL statements with dynamic parameters from Square data, such as customer IDs or transaction timestamps.

Action

Create or update view

Build BigQuery views that combine Square payment data with other sources for unified analytics dashboards.

Square
Triggers & Actions
Trigger

Payment completed

Trigger when a Square payment is successfully processed, capturing transaction details, items purchased, and tender information.

Trigger

Refund issued

Detect when refunds are processed in Square, including partial refunds and reason codes for returns analysis.

Trigger

Inventory count updated

Trigger when product stock levels change at any location, enabling real-time inventory tracking and depletion monitoring.

Action

Update customer profile

Write enriched data from BigQuery analytics back to Square customer records, such as segment tags or lifetime value scores.

Action

Adjust inventory quantity

Modify stock levels for products at specific locations based on BigQuery forecasting or external inventory management data.

Action

Create catalog item

Add new products to Square catalogs programmatically using product data enriched or validated in BigQuery.

BigQuery
+
Square

Ready to connect your stack?

Stop exporting Square data manually and start running analytics on live payment and sales data. Connect BigQuery and Square with Redbird and automate your retail data pipeline.

Get started → Book a demo