Connect BigQuery and
SPINS with AI

Redbird AI automatically syncs SPINS retail scan data into BigQuery and enriches CPG analytics with warehouse context. Stop exporting CSVs, writing extraction scripts, or manually reconciling market data 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.

Sync SPINS retail scan data into BigQuery on weekly refresh

Automatically pull updated SPINS sales and distribution data into BigQuery tables whenever new market reports are available. Maintain historical snapshots and dimension tables without manual data pipeline maintenance. Keep CPG analytics current with zero-lag retail insights.

Enrich SPINS market data with first-party sales and campaign performance

Combine SPINS retail scan data with internal sales records, marketing spend, and promotional calendars stored in BigQuery. Build unified CPG performance models that connect retail velocity to marketing investment. Surface relationships between brand activity and market share movement.

Generate weekly market share reports from BigQuery SPINS datasets

Query enriched SPINS data in BigQuery and automatically generate formatted market performance reports. Combine category trends, competitive benchmarks, and internal targets in one analysis. Distribute insights to brand teams without manual SQL or data wrangling.

Alert brand teams when SPINS shows distribution gaps or velocity changes

Monitor SPINS data streaming into BigQuery for meaningful shifts in ACV, TDP, or sales velocity by retailer. Trigger notifications when products fall below distribution thresholds or competitive activity changes category dynamics. Enable rapid response to market conditions.

Archive historical SPINS data with BigQuery versioning and lineage tracking

Maintain complete audit trails of SPINS market data refreshes in BigQuery with automated versioning. Track changes to sales figures, distribution metrics, and category definitions over time. Support compliance and historical trend analysis without manual record-keeping.

Automate new product performance dashboards combining SPINS and internal forecasts

Build live dashboards comparing SPINS launch performance data against internal projections in BigQuery. Update executive views automatically as new retail scan data arrives. Connect innovation pipeline metrics to actual market results without BI team bottlenecks.

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 SPINS 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 both SPINS retail scan data structures and BigQuery table schemas, so you can connect CPG market intelligence to your analytical warehouse without custom ETL.

AI that speaks BigQuery and SPINS data models

Redbird automatically maps SPINS market hierarchies—brands, categories, channels, retailers—to BigQuery dimension tables and fact schemas. The platform understands retail metrics like ACV, TDP, velocity, and units per store, ensuring proper aggregation and grain when syncing to warehouse models. Redbird handles SPINS data refresh cadences and incremental updates intelligently, maintaining SCD Type 2 histories in BigQuery without manual pipeline logic. The AI recognizes when to join SPINS UPCs with internal product masters and can enrich scan data with first-party attributes automatically.

SPINS market hierarchy mapping
Retail metric aggregation logic
Incremental refresh handling
UPC and product master joins
10×

faster than building custom SPINS extraction and BigQuery load pipelines

No Python scripts, Airflow DAGs, or manual schema reconciliation required

Auto-generated reports

Redbird can pull from BigQuery and SPINS 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 SPINS.

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 SPINS, or from SPINS 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 BigQuery query result or SPINS data update, then take action across your entire CPG analytics stack.

BigQuery
Triggers & Actions
Trigger

Query returns results

Trigger workflows when scheduled or ad-hoc BigQuery queries return matching rows or threshold values.

Trigger

Table updated

Detect when BigQuery tables receive new data loads, schema changes, or row count thresholds.

Trigger

Scheduled query completes

Start automations when BigQuery scheduled queries finish running, whether successful or failed.

Action

Insert rows into table

Write new records to BigQuery tables with proper schema mapping and data type handling.

Action

Run parameterized query

Execute BigQuery SQL with dynamic parameters from upstream workflow data and capture results.

Action

Create or update dataset

Provision new BigQuery datasets with access controls or modify existing dataset configurations programmatically.

SPINS
Triggers & Actions
Trigger

New market data available

Trigger when SPINS publishes updated retail scan data for subscribed categories or channels.

Trigger

Weekly data refresh completes

Start workflows when SPINS completes standard weekly or custom reporting period data updates.

Trigger

Report generated

Detect when new SPINS market reports or custom analytics outputs become available for download.

Action

Pull retail scan data

Extract SPINS sales, distribution, and velocity data for specified brands, categories, and time periods.

Action

Retrieve category trends

Fetch SPINS category-level market insights including growth rates, share shifts, and competitive dynamics.

Action

Download custom report

Access pre-configured SPINS reports with specific retailer, geography, or product filters applied.

BigQuery
+
SPINS

Ready to connect your stack?

Join CPG brands using Redbird AI to sync SPINS retail intelligence with BigQuery and power market analytics without manual data pipelines.

Get started → Book a demo