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Data warehouse ⇄ ERP

BigQuery to Macola ERP integration — real-time, two-way sync

Keep BigQuery and Macola ERP 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 Macola ERP

Put Macola ERP's records in BigQuery as live tables for reporting and analysis, without extract jobs, and write results back where Macola ERP 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 Macola ERP carries financials, operations, workforce data, or all three, the analysis belongs in BigQuery next to everything else the company measures.

Stacksync syncs Vendors, Items, Sales Orders, Purchase Orders from Macola ERP 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 Macola ERP where that is useful.

Common use cases

  • Activate modeled BigQuery tables by syncing computed attributes back into sales and marketing tools
  • Maintain a customer master table in BigQuery joined across CRM, billing, and support sources
  • Mirror item availability and inventory into an ecommerce storefront or customer portal.
  • Replicate GL and AR data into a warehouse for consolidated financial reporting.

Where Macola ERP is the HR system of record: workforce analytics

Worker and organization data syncs into BigQuery for headcount, cost, and planning analysis alongside other company data.

Where Macola ERP runs operations: order and supply analysis

Operational records become queryable tables in BigQuery, joinable with sales and finance data.

Group reporting across systems

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

What you can sync between BigQuery and Macola ERP

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 Macola ERP objects
Tables The syncable unit: only tables can be synced per the Stacksync docs. GL Accounts & Journal Entries Financial ledger data replicated to warehouses for reporting.
Partitioned tables Synced like regular tables; partition columns map to target fields. Bills of Material Manufacturing structures read for planning and costing integrations.
Clustered tables Supported; clustering is transparent to the sync. Work Orders Shop-floor production orders tracked for status and completion syncs.
Datasets Organizational container — you pick which dataset’s tables to sync. Customers Customer master records synced with CRMs so sales works from ERP truth.
Projects Connection scope: the service account grants access per project. Vendors Vendor master data aligned with procurement and AP tools.
What ships with BigQuery ⇄ Macola ERP

Connect BigQuery and Macola ERP for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every BigQuery–Macola ERP connection.

Real-time

Two-way sync

Changes in BigQuery or Macola ERP instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever BigQuery or Macola ERP 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 Macola ERP record.

Observability

Monitoring

Track your BigQuery ⇄ Macola ERP 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 Macola ERP.

How the BigQuery and Macola ERP 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

Macola ERP

Integration surface
SQL Server database access, with product-level integration interfaces in newer Macola versions
Authentication
Database credentials (SQL Server or Windows authentication)
Change detection
CDC or change tracking on the underlying SQL Server database, or timestamp-based polling
Capabilities
read · write · CDC
How it works

How to connect BigQuery to Macola ERP — 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 Macola ERP 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
    Macola ERP connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the BigQuery and Macola ERP 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 ⇄ Macola ERP
    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 Macola ERP
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

BigQuery and Macola ERP 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.

Learn more about security
SOC 2 type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
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

Every pair below is a real-time, two-way sync. Search all 386 integrations available for BigQuery and Macola ERP.

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