Real-time
Two-way sync
Changes in Acumatica or Apache Druid instantly reflect in both systems. No stale data, no manual imports.
ERP ⇄ Data warehouse
Acumatica to Apache Druid integration — real-time, two-way sync
Keep Acumatica and Apache Druid 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 Mulesoft
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Migrated from Fivetran
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Migrated from Celigo
Why teams connect Acumatica and Apache Druid
Put Acumatica's records in Apache Druid as live tables for reporting and analysis, without extract jobs, and write results back where Acumatica 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 Acumatica carries financials, operations, workforce data, or all three, the analysis belongs in Apache Druid next to everything else the company measures.
Stacksync syncs Sales Orders, Invoices, Purchase Orders, Stock Items from Acumatica into tables in Apache Druid continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in Apache Druid can be written back to fields in Acumatica where that is useful.
Common use cases
- Keep lookup tables in Druid refreshed from a CRM or database so query-time joins use current reference data.
- Expose product telemetry stored in Druid to business tools without granting direct cluster access.
- Sync vendor bills from AP automation tools into Acumatica for approval and payment.
- Align Acumatica's built-in CRM opportunities and cases with an external sales or support platform.
Where Acumatica is the HR system of record: workforce analytics
Worker and organization data syncs into Apache Druid for headcount, cost, and planning analysis alongside other company data.
Where Acumatica runs operations: order and supply analysis
Operational records become queryable tables in Apache Druid, joinable with sales and finance data.
Group reporting across systems
Combine Acumatica's records with data synced from other systems in Apache Druid for consolidated views no single system can produce.
What you can sync between Acumatica and Apache Druid
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.
| Acumatica objects | Apache Druid objects | |
|---|---|---|
| Shipments Fulfillment documents read to update tracking in storefronts and CRMs. | Lookups Key-value mappings joined at query time, refreshable from external systems. | |
| Payments Customer payment records reconciled against invoices from payment platforms. | Tasks Batch ingestion and compaction jobs monitored during data loads. | |
| Journal Transactions GL entries replicated into reporting databases. | Datasources The table-like unit of storage and querying, the main target of reads and ingestion. | |
| Projects Project cost and billing structures synced with delivery tools. | Segments Time-partitioned immutable files that hold datasource data; ingestion produces them. | |
| Opportunities and Cases Built-in CRM records synced with external sales and support tools. | Dimensions String and categorical columns used for filtering and grouping in synced queries. | |
| Customers AR master data synced with CRMs and billing tools. | Metrics Numeric columns, often pre-aggregated at ingestion via rollup. |
What ships with Acumatica ⇄ Apache Druid
Connect Acumatica and Apache Druid for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Acumatica–Apache Druid connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Acumatica or Apache Druid 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 Acumatica or Apache Druid record.
Observability
Monitoring
Track your Acumatica ⇄ Apache Druid sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Acumatica and Apache Druid.
How the Acumatica and Apache Druid connectors work
Acumatica
- Integration surface
- Contract-based REST API (JSON over versioned endpoints), plus SOAP web services and OData access to Generic Inquiries
- Authentication
- OAuth 2.0 or cookie-based session login with Acumatica credentials
- Change detection
- Push notifications configurable on data changes, plus polling on LastModifiedDateTime fields
- Capabilities
- read · write · webhooks
Apache Druid
- Integration surface
- REST API (SQL over HTTP and native JSON queries); JDBC via Avatica
- Authentication
- Deployment-dependent: basic authentication or an authenticator extension; often fronted by a proxy
- Change detection
- Not applicable for reads out (polling by time interval); data enters Druid through streaming or batch ingestion rather than row updates
- Capabilities
- read · write
- Rate limits
- No fixed API quotas; query concurrency is bounded by broker and historical node capacity
How it works
How to connect Acumatica to Apache Druid — 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.
- 01
Connect your apps
Authenticate Acumatica and Apache Druid with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Acumatica
connected
Apache Druid
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Acumatica and Apache Druid 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.
objects · Acumatica ⇄ Apache DruidCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
Acumatica Apache DruidCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Acumatica and Apache Druid integration FAQ
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Yes. Stacksync provides a managed, real-time two-way integration between Acumatica and Apache Druid: authenticate both systems, choose the objects to sync (such as Acumatica's Shipments and Payments), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Yes — Stacksync ships production-grade connectors for both Acumatica and Apache Druid. The connectors handle authentication, schema detection, rate limits, and retries; you configure the sync, and Stacksync operates it.
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Change detection on Acumatica: Push notifications configurable on data changes, plus polling on LastModifiedDateTime fields. On Apache Druid: Not applicable for reads out (polling by time interval); data enters Druid through streaming or batch ingestion rather than row updates. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
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On the Apache Druid side: Metrics, Ingestion Supervisors, Lookups, Tasks, plus custom fields where Apache Druid exposes them. On the Acumatica side: Sales Orders, Invoices, Purchase Orders, Stock Items. Stacksync auto-detects both schemas and converts types between the two systems.
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Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
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Common patterns for Acumatica and Apache Druid: Where Acumatica is the HR system of record: workforce analytics; Where Acumatica runs operations: order and supply analysis; Group reporting across systems. Worker and organization data syncs into Apache Druid for headcount, cost, and planning analysis alongside other company data.
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.
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:
Related integrations
Every pair below is a real-time, two-way sync. Search all 386 integrations available for Acumatica and Apache Druid.
Popular · 8 of 386
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Acumatica ⇄ Dremio -
Acumatica ⇄ Exasol -
Acumatica ⇄ Firebolt -
Acumatica ⇄ Google Cloud Platform -
Apache Druid ⇄ Syspro -
Apache Druid ⇄ TikTok Shop -
Apache Druid ⇄ Unleashed Software -
Apache Druid ⇄ Visibility ERP
No integrations match .
