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Data warehouse ⇄ ERP

Apache Druid to Microsoft Dynamics GP integration — real-time, two-way sync

Keep Apache Druid and Microsoft Dynamics GP 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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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Apache Druid and Microsoft Dynamics GP

Put Microsoft Dynamics GP's records in Apache Druid as live tables for reporting and analysis, without extract jobs, and write results back where Microsoft Dynamics GP 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 Microsoft Dynamics GP carries financials, operations, workforce data, or all three, the analysis belongs in Apache Druid next to everything else the company measures.

Stacksync syncs Purchase Orders (POP), Inventory Items (IV), GL Accounts & Journal Entries, Receivables & Payables Transactions from Microsoft Dynamics GP 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 Microsoft Dynamics GP 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.
  • Run continuous sync between GP and a replacement cloud ERP during migration.
  • Replicate GP company databases into a warehouse for financial and operational reporting.

Group reporting across systems

Combine Microsoft Dynamics GP's records with data synced from other systems in Apache Druid for consolidated views no single system can produce.

Write-back where Microsoft Dynamics GP exposes writable fields

Classifications or reference values computed in Apache Druid sync back onto the corresponding records in Microsoft Dynamics GP.

Where Microsoft Dynamics GP holds the books: finance reporting from live data

Financial records land in Apache Druid as they change, so period-end reporting queries current numbers rather than last night's extract.

What you can sync between Apache Druid and Microsoft Dynamics GP

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 Druid objects Microsoft Dynamics GP objects
Dimensions String and categorical columns used for filtering and grouping in synced queries. Inventory Items (IV) Item master and quantity data mirrored to ecommerce and planning systems.
Metrics Numeric columns, often pre-aggregated at ingestion via rollup. GL Accounts & Journal Entries Financial ledger data replicated to warehouses for consolidated reporting.
Ingestion Supervisors Long-running specs that pull from streams like Kafka; the write path into Druid. Receivables & Payables Transactions Open and historical AR/AP transactions read for cash and aging reporting.
Lookups Key-value mappings joined at query time, refreshable from external systems. Company Databases Per-company SQL databases that define the scope of any sync.
Tasks Batch ingestion and compaction jobs monitored during data loads. Customers Receivables master records (RM tables) synced with CRMs and billing tools.
Datasources The table-like unit of storage and querying, the main target of reads and ingestion. Vendors Payables master records aligned with procurement and AP automation.
What ships with Apache Druid ⇄ Microsoft Dynamics GP

Connect Apache Druid and Microsoft Dynamics GP for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Apache Druid–Microsoft Dynamics GP connection.

Real-time

Two-way sync

Changes in Apache Druid or Microsoft Dynamics GP instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Druid or Microsoft Dynamics GP 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 Druid or Microsoft Dynamics GP record.

Observability

Monitoring

Track your Apache Druid ⇄ Microsoft Dynamics GP sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Apache Druid and Microsoft Dynamics GP.

How the Apache Druid and Microsoft Dynamics GP connectors work

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

Microsoft Dynamics GP

Integration surface
SQL Server database access plus the eConnect stored-procedure API; Web Services for GP on some deployments
Authentication
SQL Server credentials or Windows authentication
Change detection
SQL Server change tracking or log-based CDC on the company database, or polling on row timestamps
Capabilities
read · write · CDC
How it works

How to connect Apache Druid to Microsoft Dynamics GP — 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 Druid and Microsoft Dynamics GP 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 Druid connected
    Microsoft Dynamics GP connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Apache Druid and Microsoft Dynamics GP 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 Druid ⇄ Microsoft Dynamics GP
    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 Druid Microsoft Dynamics GP
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Apache Druid and Microsoft Dynamics GP 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
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ISO 27001
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GDPR
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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 Druid and Microsoft Dynamics GP.

Popular · 8 of 386
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