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Data warehouse ⇄ Accounting and finance

Firebolt to Pigment integration — real-time, two-way sync

Keep Firebolt and Pigment 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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Migrated from Fivetran
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Migrated from Celigo
Why teams connect Firebolt and Pigment

Land the financial records from Pigment in Firebolt 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 Tables, Scenarios, Data imports, Users and permissions from Pigment into tables in Firebolt in real time, and the connection works in both directions: values computed in Firebolt can be written back to fields in Pigment 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

  • Export approved budgets and forecasts back to a warehouse or Postgres for downstream reporting.
  • Keep dimension lists such as departments and cost centers consistent with master data in the ERP.
  • Keep dimension tables aligned with source systems while high-volume event data loads through separate batch pipelines.
  • Sync aggregated results from Firebolt back to operational tools that need computed metrics (reverse ETL).

Revenue joined with everything else

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

Write-back of computed fields

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

Queryable history for audit and reconciliation

A continuously synced copy in Firebolt gives you a durable, queryable record of financial data for month-end and audit questions.

What you can sync between Firebolt and Pigment

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.

Firebolt objects Pigment objects
Databases Logical containers holding the tables a sync targets. Dimension lists Master data like accounts, products, or employees that metrics are sliced by
Tables Managed columnar tables written with SQL; the main sync destination. Tables Row-based transactional data loaded into models from source systems
External tables References to files in object storage used to stage bulk loads. Scenarios Versions such as budget, forecast, and actuals that give exported figures their context
Views Curated query surfaces commonly used as sources for reverse ETL. Data imports Scheduled loads that bring actuals from ERPs, CRMs, and HRIS into the model
Aggregating indexes Precomputed rollups maintained at write time; incremental loads update them automatically. Users and permissions Access controls governing which model areas a sync can touch
Engines Compute resources that must be running for a sync to read or write. Applications Planning models organized by domain such as finance, sales, or workforce
What ships with Firebolt ⇄ Pigment

Connect Firebolt and Pigment for flexible, real-time data sync.

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

Real-time

Two-way sync

Changes in Firebolt or Pigment instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Firebolt or Pigment 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 Firebolt or Pigment record.

Observability

Monitoring

Track your Firebolt ⇄ Pigment sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Firebolt and Pigment.

How the Firebolt and Pigment connectors work

Firebolt

Integration surface
SQL over a REST API, with JDBC, Python, and Node.js SDKs
Authentication
Service account credentials (client ID and secret) exchanged for OAuth 2.0 tokens
Change detection
Polling; Firebolt is an analytics destination and does not expose a change feed
Capabilities
read · write
Rate limits
No fixed request quota; throughput depends on the engine size attached to the workload

Pigment

Integration surface
REST-based import and export API
Authentication
API keys, issued separately for import and export
Change detection
no change feed; syncs run scheduled imports and exports
Capabilities
read · write
Rate limits
subject to the platform's API rate limits
How it works

How to connect Firebolt to Pigment — 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 Firebolt and Pigment 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
    Firebolt connected
    Pigment connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Firebolt and Pigment 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 · Firebolt ⇄ Pigment
    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
    Firebolt Pigment
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Firebolt and Pigment 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 Firebolt and Pigment.

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