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Data warehouse ⇄ CRM

Apache Kylin to Microsoft Dynamics 365 Sales integration — real-time data sync

Keep Apache Kylin and Microsoft Dynamics 365 Sales 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 Kylin and Microsoft Dynamics 365 Sales

Flow Apache Kylin data into Microsoft Dynamics 365 Sales in real time — no exports, no schedulers, no custom scripts.

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

The CRM feeds the warehouse and the warehouse should feed the CRM: relationship data flows one way, and computed scores, segments, and customer context flow back. Most teams build the first half as a batch pipeline and never quite get to the second.

Stacksync does both with one connection. Quotes, Orders, Invoices, Activities from Microsoft Dynamics 365 Sales land in Apache Kylin as live tables, updated within seconds, and columns computed in Apache Kylin write back to fields in Microsoft Dynamics 365 Sales. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.

Common use cases

  • Write product usage and warehouse-computed scores onto Dataverse tables so sellers see them in the model-driven app.
  • Run a two-way dual-run between Dynamics and another CRM during a migration.
  • Read pre-aggregated metrics from Kylin and sync them into CRM fields or planning spreadsheets on a schedule.
  • Expose Kylin query results to operational dashboards without granting access to the underlying Hadoop data.

Scores and segments back on the record

Lead scores, churn risk, or usage segments computed in Apache Kylin appear as fields in Microsoft Dynamics 365 Sales, where the people working accounts actually see them.

A single customer view

Join Microsoft Dynamics 365 Sales's relationship data with billing, product, and support data in Apache Kylin to build the customer picture the CRM alone cannot hold.

Cleanup that sticks

Deduplication and normalization done in Apache Kylin can be written back, so warehouse-side cleanup actually fixes the CRM.

What you can sync between Apache Kylin and Microsoft Dynamics 365 Sales

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 Microsoft Dynamics 365 Sales objects
Projects Top-level workspaces that group models, tables, and jobs. Opportunities Deal records with stages and estimated revenue; synced for pipeline reporting and close-triggered workflows.
Models Star-schema definitions over source tables that determine what can be queried. Quotes Pricing proposals; often synced with CPQ or ERP pricing data.
Cubes / Indexes Pre-computed aggregate structures that answer queries at low latency. Orders Confirmed sales; handed off to ERP systems for fulfillment and billing.
Source Tables Hive or other upstream tables that builds read from. Invoices Billing records; usually mastered in the ERP and mirrored back for seller visibility.
Segments Time-ranged build units that partition pre-computed data. Activities Emails, calls, appointments, and tasks; read out for activity analytics.
Build Jobs Batch jobs that compute or refresh segments, monitored via the REST API. Custom Tables Tenant-defined Dataverse tables; exposed through the same Web API as standard tables.
What ships with Apache Kylin ⇄ Microsoft Dynamics 365 Sales

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

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

Real-time

Real-time sync

Changes in Apache Kylin or Microsoft Dynamics 365 Sales instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Kylin or Microsoft Dynamics 365 Sales 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 Microsoft Dynamics 365 Sales record.

Observability

Monitoring

Track your Apache Kylin ⇄ Microsoft Dynamics 365 Sales 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 Microsoft Dynamics 365 Sales.

How the Apache Kylin and Microsoft Dynamics 365 Sales 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

Microsoft Dynamics 365 Sales

Integration surface
Dataverse Web API (OData v4 REST)
Authentication
OAuth 2.0 via Microsoft Entra ID
Change detection
Dataverse change tracking with delta tokens, plus registered webhooks on table events
Capabilities
read · write · webhooks
Rate limits
Requests are governed by Dataverse service protection limits evaluated per user and time window.
How it works

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

    Choose tables

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

Apache Kylin and Microsoft Dynamics 365 Sales 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 Microsoft Dynamics 365 Sales.

Popular · 8 of 386
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