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Data warehouse ⇄ Business productivity

Apache Druid to Microsoft Dynamics 365 integration — real-time, two-way sync

Keep Apache Druid and Microsoft Dynamics 365 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 Druid and Microsoft Dynamics 365

Get the data locked inside Microsoft Dynamics 365 into Apache Druid as live tables, and send results back where Microsoft Dynamics 365 can use them, without writing a pipeline.

Whatever Microsoft Dynamics 365 is used for, it accumulates data the rest of the company wants to analyze, and that data usually sits behind an API rather than in the warehouse. Building and babysitting an extraction pipeline is the tax most teams pay for it.

Stacksync syncs Accounts, Contacts, Leads, Opportunities from Microsoft Dynamics 365 into tables in Apache Druid continuously, handling schema, rate limits, and retries. Because the sync is bi-directional, results computed in Apache Druid can also be written back into fields in Microsoft Dynamics 365 where the tool can use them.

Common use cases

  • Replicate standard and custom Dataverse tables into a warehouse for reporting.
  • Enrich leads from external data sources and write scores back onto Dynamics records.
  • Feed operational records into Druid via batch ingestion so analysts get interactive slice-and-dice on fresh data.
  • Sync Druid query results into a warehouse to combine real-time aggregates with historical models.

Cross-tool reporting

Combine Microsoft Dynamics 365's data with data from every other synced system to answer questions no single tool can.

Where Microsoft Dynamics 365 accepts updates: operational write-back

Segments, scores, or reference values computed in Apache Druid sync back onto records in Microsoft Dynamics 365, putting analysis where the work happens.

History that outlives the tool

A continuously synced copy in Apache Druid preserves a queryable record even as data ages out of Microsoft Dynamics 365 or gets changed inside it.

What you can sync between Apache Druid and Microsoft Dynamics 365

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 365 objects
Dimensions String and categorical columns used for filtering and grouping in synced queries. Quotes, Orders & Invoices Transaction documents reconciled with the ERP or billing source of truth.
Metrics Numeric columns, often pre-aggregated at ingestion via rollup. Products Catalog records aligned with ERP item masters.
Ingestion Supervisors Long-running specs that pull from streams like Kafka; the write path into Druid. Activities Emails, calls, and tasks captured for engagement analytics.
Lookups Key-value mappings joined at query time, refreshable from external systems. Custom Tables Dataverse tables that carry business-specific entities through the same API surface.
Tasks Batch ingestion and compaction jobs monitored during data loads. Accounts Company records synced bi-directionally with ERPs, databases, and billing systems.
Datasources The table-like unit of storage and querying, the main target of reads and ingestion. Contacts Person records kept consistent with marketing, support, and data-warehouse copies.
What ships with Apache Druid ⇄ Microsoft Dynamics 365

Connect Apache Druid and Microsoft Dynamics 365 for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Apache Druid–Microsoft Dynamics 365 connection.

Real-time

Two-way sync

Changes in Apache Druid or Microsoft Dynamics 365 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 365 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 365 record.

Observability

Monitoring

Track your Apache Druid ⇄ Microsoft Dynamics 365 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 365.

How the Apache Druid and Microsoft Dynamics 365 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 365

Integration surface
REST API (Dataverse Web API, OData v4); Finance & Operations apps expose a separate OData data-entity surface
Authentication
Microsoft OAuth sign-in: user provides the D365 environment URL, signs in with Microsoft credentials, and accepts the Stacksync app (permissions to read CRM data and interact with OData entities)
Change detection
Change data capture (CDC) via the Dynamics 365 Change Tracking feature; standard entities have change tracking enabled by default, custom entities require enabling "Track Changes" in Power Apps/Dataverse table properties
Capabilities
read · write · CDC · webhooks
Microsoft Dynamics 365 setup guide
How it works

How to connect Apache Druid to Microsoft Dynamics 365 — 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 365 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 365 connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Apache Druid and Microsoft Dynamics 365 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 365
    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 365
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Apache Druid and Microsoft Dynamics 365 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 Druid and Microsoft Dynamics 365.

Popular · 8 of 386
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