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Data warehouse ⇄ Accounting and finance

BigQuery to Logisense integration — real-time, two-way sync

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

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Why teams connect BigQuery and Logisense

Land the financial records from Logisense in BigQuery continuously, and write results back, without building or maintaining a pipeline.

Finance data belongs in the warehouse: revenue, invoices, payments, and customers joined with everything else the business measures. Getting it there usually means an extraction pipeline that breaks quietly and delivers yesterday's numbers.

Stacksync syncs Account Service, Usage, Invoice, Payment from Logisense into tables in BigQuery in real time, and the connection works in both directions: values computed in BigQuery can be written back to fields in Logisense where you want them operational. Schema changes are handled, API limits are managed, and the sync is something you configure rather than code you maintain.

Common use cases

  • 01 Stream Usage records from a warehouse or product event pipeline into LogiSense for rating and usage-based Invoices.
  • 02 Act on Payment Status Updated webhooks to update entitlements or dunning status in an operational database in near real time.
  • 03 Land CRM and ERP records in BigQuery continuously so dashboards reflect business systems without nightly batch jobs
  • 04 Activate modeled BigQuery tables by syncing computed attributes back into sales and marketing tools

Common sync patterns

Finance analytics without ETL

Invoices, payments, and customer records from Logisense arrive in BigQuery as queryable tables, current within seconds instead of a day behind.

Revenue joined with everything else

Analysts combine Logisense's financial records with product, marketing, or operational data already in BigQuery for reporting the finance system cannot do alone.

Write-back of computed fields

Scores or segments computed in BigQuery, like payment-risk flags or customer tiers, sync back onto records in Logisense where the finance team can act on them.

What you can sync between BigQuery and Logisense

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 Logisense objects How this pairing syncs
Tables The syncable unit: only tables can be synced per the Stacksync docs. Usage Metered usage records fed to the rating engine and classified by Usage Class and Unit; written in from product or warehouse event data. Tables is specific to BigQuery and Usage to Logisense — each maps to any object or custom field on the other side.
Partitioned tables Synced like regular tables; partition columns map to target fields. Invoice Generated billing documents with items, history, and status; typically read out to ERPs and warehouses for finance and reconciliation. Partitioned tables is specific to BigQuery and Invoice to Logisense — each maps to any object or custom field on the other side.
Clustered tables Supported; clustering is transparent to the sync. Payment Payment records whose status changes emit webhooks; read for cash reconciliation and to drive dunning and provisioning workflows. Clustered tables is specific to BigQuery and Payment to Logisense — each maps to any object or custom field on the other side.
Datasets Organizational container — you pick which dataset’s tables to sync. Extension Attribute Custom fields on entities via Extension/Attribute/Entity; discoverable so field mappings extend to org-specific data. Datasets is specific to BigQuery and Extension Attribute to Logisense — each maps to any object or custom field on the other side.
Projects Connection scope: the service account grants access per project. Account Customer or partner records holding billing settings; hierarchical parent-child, synced two-way with CRM and warehouse customer tables. Projects is specific to BigQuery and Account to Logisense — each maps to any object or custom field on the other side.

How changes propagate between BigQuery and Logisense

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

BigQuery Logisense Sub-second propagation

DetectionChanges in BigQuery are captured at the source via change data capture — no polling loop against its API. Real-time notification service deployed into your Google Cloud project: Eventarc ("a notification service that enables real-time updates to happen").

DeliveryEach detected change is written to Logisense through its API, with automatic retries and rate-limit backoff.

Logisense BigQuery Sub-second propagation

DetectionLogisense notifies Stacksync of record changes through webhook events. Webhook event subscriptions push near-real-time notifications on record status changes (e.g.

DeliveryEach detected change is applied to BigQuery as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • BigQuery: 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.
  • Logisense: No publicly documented fixed request cap; JWT access tokens are short-lived, and high-volume usage is ingested through mediation feeds rather than per-record API writes.
What ships with BigQuery ⇄ Logisense

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever BigQuery or Logisense 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 Logisense record.

Observability

Monitoring

Track your BigQuery ⇄ Logisense 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 Logisense.

How the BigQuery and Logisense 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

Logisense

Integration surface
REST API (versioned, e.g. v9/v10)
Authentication
JSON Web Token (JWT) bearer tokens obtained via the API and refreshed before expiry
Change detection
Webhook event subscriptions push near-real-time notifications on record status changes (e.g. Payment Status Updated), with a Webhook Monitor for retries; entities without webhook coverage are polled via filtered REST queries
Capabilities
read · write · webhooks
Rate limits
No publicly documented fixed request cap; JWT access tokens are short-lived, and high-volume usage is ingested through mediation feeds rather than per-record API writes.
Logisense setup guide
How it works

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

    Choose tables

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

BigQuery and Logisense integration FAQ

SECURITY

Security teams trust 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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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 435 integrations available for BigQuery and Logisense.

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