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Data warehouse ⇄ ERP

Apache Kylin to Dynamics 365 F&O integration — real-time data sync

Keep Apache Kylin and Dynamics 365 F&O 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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Why teams connect Apache Kylin and Dynamics 365 F&O

Put Dynamics 365 F&O's records in Apache Kylin as live tables for reporting and analysis, without extract jobs, and write results back where Dynamics 365 F&O can use them.

Apache Kylin is a read-only source: Stacksync reads its data in real time and delivers it into Dynamics 365 F&O, so Dynamics 365 F&O always reflects the current state of Apache Kylin — without exports, scripts, or schedulers.

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 Dynamics 365 F&O carries financials, operations, workforce data, or all three, the analysis belongs in Apache Kylin next to everything else the company measures.

Common use cases

  • Sync Kylin aggregates into a cloud warehouse to combine them with data Kylin does not cover.
  • Trigger downstream syncs after segment build jobs complete so consumers only read refreshed data.
  • Distribute product and price master data from F&O to downstream channels through a synced database.
  • Sync customers, vendors, and released products into an operational database that internal apps read instead of calling OData directly.

Where Dynamics 365 F&O holds the books: finance reporting from live data

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

Where Dynamics 365 F&O is the HR system of record: workforce analytics

Worker and organization data syncs into Apache Kylin for headcount, cost, and planning analysis alongside other company data.

Where Dynamics 365 F&O runs operations: order and supply analysis

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

What you can sync between Apache Kylin and Dynamics 365 F&O

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 Kylin objects Dynamics 365 F&O objects
Segments Time-ranged build units that partition pre-computed data. Customer Invoices AR billing documents; status synced back to CRM and customer success tools.
Build Jobs Batch jobs that compute or refresh segments, monitored via the REST API. Vendor Invoices AP documents; synced with invoice automation systems.
Projects Top-level workspaces that group models, tables, and jobs. General Journal Entries GL postings; read-only extracts for consolidated finance reporting.
Models Star-schema definitions over source tables that determine what can be queried. On-hand Inventory Stock positions; read out to storefronts and internal apps for availability.
Cubes / Indexes Pre-computed aggregate structures that answer queries at low latency. Customers Customer master records; kept aligned with CRM accounts in two-way syncs.
Source Tables Hive or other upstream tables that builds read from. Vendors Supplier master records; synced with procurement and AP tools.
What ships with Apache Kylin ⇄ Dynamics 365 F&O

Connect Apache Kylin and Dynamics 365 F&O for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Apache Kylin–Dynamics 365 F&O connection.

Real-time

Real-time sync

Changes in Apache Kylin or Dynamics 365 F&O instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Kylin or Dynamics 365 F&O 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 Kylin or Dynamics 365 F&O record.

Observability

Monitoring

Track your Apache Kylin ⇄ Dynamics 365 F&O sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Apache Kylin and Dynamics 365 F&O.

How the Apache Kylin and Dynamics 365 F&O connectors work

Apache Kylin

Integration surface
SQL over JDBC/ODBC plus a REST API for queries and administration
Authentication
Username/password (HTTP basic authentication on the REST API)
Change detection
Not applicable for row-level capture; data freshness follows segment build and refresh jobs, so integrations poll query results
Capabilities
read
Rate limits
No fixed API quotas; query capacity depends on the deployment and pre-computed index coverage

Dynamics 365 F&O

Integration surface
OData REST endpoint over data entities, plus the Data Management Framework for batch
Authentication
OAuth via Microsoft sign-in: provide the D365 F&O environment URL, sign in with Microsoft credentials, and grant the Stacksync app consent (admin consent may be required — "Need admin approval for this app")
Change detection
Change data capture via the Dynamics 365 Change Tracking feature, enabled per entity; falls back to periodic full-sync where change tracking is unavailable
Capabilities
read · write · CDC · webhooks
Rate limits
OData requests are subject to platform throttling; high-volume loads belong in the Data Management Framework.
Dynamics 365 F&O setup guide
How it works

How to connect Apache Kylin to Dynamics 365 F&O — 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 Kylin and Dynamics 365 F&O 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 Kylin connected
    Dynamics 365 F&O connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Apache Kylin and Dynamics 365 F&O 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 Kylin ⇄ Dynamics 365 F&O
    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 Kylin Dynamics 365 F&O
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Apache Kylin and Dynamics 365 F&O 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 Kylin and Dynamics 365 F&O.

Popular · 8 of 386
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