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Data warehouse ⇄ ERP

BigQuery to Global Shop Solutions integration — real-time, two-way sync

Keep BigQuery and Global Shop Solutions in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

  • SOC 2 and 6 other compliance frameworks
  • POC with real engineers in minutes

Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect BigQuery and Global Shop Solutions

Put Global Shop Solutions's records in BigQuery as live tables for reporting and analysis, without extract jobs, and write results back where Global Shop Solutions can use them.

ERP data is some of the most asked-for data in the warehouse and some of the hardest to get: the record types are many, the APIs are strict, and extract jobs are brittle. Whether Global Shop Solutions carries financials, operations, workforce data, or all three, the analysis belongs in BigQuery next to everything else the company measures.

Stacksync syncs Work orders and jobs, Routings and BOMs, Invoices, Customers from Global Shop Solutions into tables in BigQuery continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in BigQuery can be written back to fields in Global Shop Solutions where that is useful.

Common use cases

  • Feed ML feature tables in BigQuery from operational systems on a continuous schedule
  • Land CRM and ERP records in BigQuery continuously so dashboards reflect business systems without nightly batch jobs
  • Consolidate ERP data into a reporting database for scheduling and margin analysis.
  • Mirror job and work order status into dashboards for shop-floor visibility.

Group reporting across systems

Combine Global Shop Solutions's records with data synced from other systems in BigQuery for consolidated views no single system can produce.

Write-back where Global Shop Solutions exposes writable fields

Classifications or reference values computed in BigQuery sync back onto the corresponding records in Global Shop Solutions.

Where Global Shop Solutions holds the books: finance reporting from live data

Financial records land in BigQuery as they change, so period-end reporting queries current numbers rather than last night's extract.

What you can sync between BigQuery and Global Shop Solutions

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

BigQuery objects Global Shop Solutions objects
Projects Connection scope: the service account grants access per project. Invoices Billing records consolidated into financial reporting.
Tables The syncable unit: only tables can be synced per the Stacksync docs. Customers Buyer masters synced with CRM and accounting systems used outside the ERP.
Partitioned tables Synced like regular tables; partition columns map to target fields. Vendors Supplier records aligned with purchasing and AP tools.
Clustered tables Supported; clustering is transparent to the sync. Parts and inventory Item masters and stock levels mirrored to quoting and e-commerce tools.
Datasets Organizational container — you pick which dataset’s tables to sync. Sales orders Order headers and lines read for status visibility and reporting.
What ships with BigQuery ⇄ Global Shop Solutions

Connect BigQuery and Global Shop Solutions for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every BigQuery–Global Shop Solutions connection.

Real-time

Two-way sync

Changes in BigQuery or Global Shop Solutions instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever BigQuery or Global Shop Solutions data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single BigQuery or Global Shop Solutions record.

Observability

Monitoring

Track your BigQuery ⇄ Global Shop Solutions sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between BigQuery and Global Shop Solutions.

How the BigQuery and Global Shop Solutions connectors work

BigQuery

Integration surface
GoogleSQL via the BigQuery REST API, client libraries, JDBC/ODBC drivers, and the Storage Read/Write APIs
Authentication
Google Cloud service account: create a dedicated service account, grant roles (BigQuery Data Editor, BigQuery Job User, Cloud Functions Service Agent, Cloud Run Developer, Eventarc Event Receiver
Change detection
Real-time notification service deployed into your Google Cloud project: Eventarc ("a notification service that enables real-time updates to happen") with a Cloud Run "secure portal for real-time notification service in
Capabilities
read · write · CDC
Rate limits
Subject to Google Cloud quotas on queries, DML, and streaming; DML is supported but the platform favors append-heavy batch and streaming loads over row-at-a-time writes
BigQuery setup guide

Global Shop Solutions

Integration surface
Vendor-provided integration interfaces; many integrations read from the underlying relational database, depending on deployment
Authentication
Vendor-issued or database credentials, depending on the integration path
Change detection
Polling; no public webhook or change-feed surface is documented
Capabilities
read · write
Rate limits
No published API quota; throughput depends on the deployment and integration path
How it works

How to connect BigQuery to Global Shop Solutions — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate BigQuery and Global Shop Solutions with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    BigQuery connected
    Global Shop Solutions connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the BigQuery and Global Shop Solutions objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · BigQuery ⇄ Global Shop Solutions
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    BigQuery Global Shop Solutions
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

BigQuery and Global Shop Solutions integration FAQ

SECURITY

Security teams love Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS

SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

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