Real-time
Two-way sync
Changes in Acumatica or Dremio instantly reflect in both systems. No stale data, no manual imports.
ERP ⇄ Data warehouse
Acumatica to Dremio integration — real-time, two-way sync
Keep Acumatica and Dremio 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
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Migrated from Celigo
Migrated from Heroku Connect
Migrated from Matillion
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Migrated from Fivetran
Case study
Migrated from Celigo
Why teams connect Acumatica and Dremio
Put Acumatica's records in Dremio 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 Dremio next to everything else the company measures.
Stacksync syncs Vendors, Sales Orders, Invoices, Purchase Orders from Acumatica into tables in Dremio continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in Dremio can be written back to fields in Acumatica where that is useful.
Common use cases
- Reverse-ETL aggregates computed over lake data out to CRMs and finance tools for business users.
- Publish operational database tables into Iceberg via Dremio so the lakehouse reflects current application state.
- 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 holds the books: finance reporting from live data
Financial records land in Dremio as they change, so period-end reporting queries current numbers rather than last night's extract.
Where Acumatica is the HR system of record: workforce analytics
Worker and organization data syncs into Dremio for headcount, cost, and planning analysis alongside other company data.
Where Acumatica runs operations: order and supply analysis
Operational records become queryable tables in Dremio, joinable with sales and finance data.
What you can sync between Acumatica and Dremio
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 | Dremio objects | |
|---|---|---|
| Stock Items Inventory master data with quantities shared with external sales channels. | Jobs Query execution records useful for monitoring sync workloads. | |
| Shipments Fulfillment documents read to update tracking in storefronts and CRMs. | Sources Connected storage and database systems (S3, ADLS, relational databases) Dremio queries in place. | |
| Payments Customer payment records reconciled against invoices from payment platforms. | Physical datasets Tables and files promoted from sources; the raw data a sync ultimately reads. | |
| Journal Transactions GL entries replicated into reporting databases. | Virtual datasets (views) SQL views layering semantics over physical data; the preferred sync target for curated extracts. | |
| Projects Project cost and billing structures synced with delivery tools. | Apache Iceberg tables Lakehouse tables supporting DML and snapshot metadata usable for incremental reads. | |
| Opportunities and Cases Built-in CRM records synced with external sales and support tools. | Spaces and folders Namespaces that organize virtual datasets and govern access. |
What ships with Acumatica ⇄ Dremio
Connect Acumatica and Dremio for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Acumatica–Dremio connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Acumatica or Dremio 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 Dremio record.
Observability
Monitoring
Track your Acumatica ⇄ Dremio 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 Dremio.
How the Acumatica and Dremio 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
Dremio
- Integration surface
- Arrow Flight SQL, JDBC/ODBC, and a REST API
- Authentication
- Personal access tokens or username/password; OAuth-based SSO on Dremio Cloud
- Change detection
- Polling via SQL; Iceberg table snapshots can anchor incremental reads; no consumer-facing change feed
- Capabilities
- read · write
- Rate limits
- Bounded by engine capacity and workload management rather than API rate limits
How it works
How to connect Acumatica to Dremio — 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 Dremio 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
Dremio
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Acumatica and Dremio 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 ⇄ DremioCustomers 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 DremioCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Acumatica and Dremio integration FAQ
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Yes. Stacksync provides a managed, real-time two-way integration between Acumatica and Dremio: authenticate both systems, choose the objects to sync (such as Acumatica's Stock Items and Shipments), map fields visually, and changes propagate both ways in milliseconds — no code required.
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On the Dremio side: Physical datasets, Virtual datasets (views), Apache Iceberg tables, Spaces and folders, plus custom fields where Dremio exposes them. On the Acumatica side: Vendors, Sales Orders, Invoices, Purchase Orders. 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 Dremio: Where Acumatica holds the books: finance reporting from live data; Where Acumatica is the HR system of record: workforce analytics; Where Acumatica runs operations: order and supply analysis. Financial records land in Dremio as they change, so period-end reporting queries current numbers rather than last night's extract.
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Acumatica: 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. Dremio: Arrow Flight SQL, JDBC/ODBC, and a REST API. Authentication: Personal access tokens or username/password; OAuth-based SSO on Dremio Cloud. Stacksync manages authentication, retries, and rate limits on both sides.
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Dremio: Arrow Flight SQL is a first-class endpoint designed for high-throughput columnar result transfer, an alternative to JDBC/ODBC for large extracts. Acumatica: The contract-based REST API uses versioned endpoints with a defined entity contract, so integrations pin an endpoint version and remain stable across upgrades. Stacksync's field mapping accounts for these differences between Acumatica and Dremio without custom code.
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 Dremio.
Popular · 8 of 386
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