Skip to content
Data warehouse ⇄ ERP

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

Keep Apache Pinot 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

Case study
Migrated from Mulesoft
Case study
Migrated from Celigo
Migrated from Heroku Connect
Migrated from Matillion
Case study
Migrated from Fivetran
Case study
Migrated from Celigo
Why teams connect Apache Pinot and Macola ERP

Put Macola ERP's records in Apache Pinot 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 Apache Pinot next to everything else the company measures.

Stacksync syncs Bills of Material, Work Orders, Customers, Vendors from Macola ERP into tables in Apache Pinot continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in Apache Pinot can be written back to fields in Macola ERP where that is useful.

Common use cases

  • Sync Pinot aggregates into a warehouse to join low-latency metrics with modeled historical data.
  • Serve user-facing analytics from Pinot while syncing daily rollups to finance and ops tools.
  • 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 runs operations: order and supply analysis

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

Group reporting across systems

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

Write-back where Macola ERP exposes writable fields

Classifications or reference values computed in Apache Pinot sync back onto the corresponding records in Macola ERP.

What you can sync between Apache Pinot 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.

Apache Pinot objects Macola ERP objects
Schemas Column definitions (dimensions, metrics, time columns) mapped during integration setup. Sales Orders Order entry documents created from web or CRM orders and read back for status.
Segments Immutable data files that batch ingestion uploads and the cluster serves. Purchase Orders Procurement documents reconciled against receiving and vendor systems.
Real-time Tables Tables fed continuously from streams like Kafka, including upsert-enabled tables. Invoices AR documents synced to billing, CRM, and reporting destinations.
Offline Tables Batch-loaded tables merged with real-time data at query time. GL Accounts & Journal Entries Financial ledger data replicated to warehouses for reporting.
Indexes Inverted, range, and star-tree indexes that determine which sync queries run at low latency. Bills of Material Manufacturing structures read for planning and costing integrations.
Tenants Logical groupings that isolate workloads on shared clusters. Work Orders Shop-floor production orders tracked for status and completion syncs.
What ships with Apache Pinot ⇄ Macola ERP

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Pinot 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 Apache Pinot or Macola ERP record.

Observability

Monitoring

Track your Apache Pinot ⇄ 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 Apache Pinot and Macola ERP.

How the Apache Pinot and Macola ERP 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

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

    Choose tables

    Pick the Apache Pinot 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 · Apache Pinot ⇄ 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
    Apache Pinot Macola ERP
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
Try interactive demo
FAQ

Apache Pinot 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 Apache Pinot and Macola ERP.

Popular · 8 of 386
All Apache Pinot integrations All Macola ERP integrations Browse all integrations
Coworkers laughing in front of a laptop in a casual office setting

Your last integration took months.
Your next one takes a prompt.

Book a demo Tour the platform on your own