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Data warehouse ⇄ Accounting and finance

Apache Pinot to Pigment integration — real-time, two-way sync

Keep Apache Pinot 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.

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  • 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 Apache Pinot and Pigment

Land the financial records from Pigment in Apache Pinot 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 Scenarios, Data imports, Users and permissions, Applications from Pigment into tables in Apache Pinot in real time, and the connection works in both directions: values computed in Apache Pinot 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

  • Keep dimension lists such as departments and cost centers consistent with master data in the ERP.
  • Sync headcount and compensation data from an HRIS into workforce planning models.
  • Serve user-facing analytics from Pinot while syncing daily rollups to finance and ops tools.
  • Keep upsert-enabled real-time tables aligned with mutable operational records streamed from source systems.

Revenue joined with everything else

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

Write-back of computed fields

Scores or segments computed in Apache Pinot, 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 Apache Pinot gives you a durable, queryable record of financial data for month-end and audit questions.

What you can sync between Apache Pinot 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.

Apache Pinot objects Pigment objects
Segments Immutable data files that batch ingestion uploads and the cluster serves. Metrics Multidimensional values holding plans and actuals; the main target for inbound data
Real-time Tables Tables fed continuously from streams like Kafka, including upsert-enabled tables. Dimension lists Master data like accounts, products, or employees that metrics are sliced by
Offline Tables Batch-loaded tables merged with real-time data at query time. Tables Row-based transactional data loaded into models from source systems
Indexes Inverted, range, and star-tree indexes that determine which sync queries run at low latency. Scenarios Versions such as budget, forecast, and actuals that give exported figures their context
Tenants Logical groupings that isolate workloads on shared clusters. Data imports Scheduled loads that bring actuals from ERPs, CRMs, and HRIS into the model
Tables The queryable unit, defined as offline, real-time, or hybrid; the main read target. Users and permissions Access controls governing which model areas a sync can touch
What ships with Apache Pinot ⇄ Pigment

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Pinot 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 Apache Pinot or Pigment record.

Observability

Monitoring

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

Trading partners

EDI

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

How the Apache Pinot and Pigment connectors work

Apache Pinot

Integration surface
REST API (SQL queries via the broker; administration via the controller); JDBC client available
Authentication
Deployment-dependent: HTTP basic authentication or token-based auth where enabled
Change detection
Not applicable for reads out (polling by time column); data enters Pinot via streaming ingestion or segment upload, not row-level writes
Capabilities
read · write
Rate limits
No fixed API quotas; query throughput depends on broker and server sizing

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 Apache Pinot 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 Apache Pinot 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
    Apache Pinot connected
    Pigment connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

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

Apache Pinot 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 Apache Pinot and Pigment.

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