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ERP ⇄ Data warehouse

Dynamics 365 F&O to Starburst Enterprise integration — real-time, two-way sync

Keep Dynamics 365 F&O and Starburst Enterprise 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 Dynamics 365 F&O and Starburst Enterprise

Put Dynamics 365 F&O's records in Starburst Enterprise as live tables for reporting and analysis, without extract jobs, and write results back where Dynamics 365 F&O 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 Dynamics 365 F&O carries financials, operations, workforce data, or all three, the analysis belongs in Starburst Enterprise next to everything else the company measures.

Stacksync syncs On-hand Inventory, Customers, Vendors, Released Products from Dynamics 365 F&O into tables in Starburst Enterprise continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in Starburst Enterprise can be written back to fields in Dynamics 365 F&O where that is useful.

Common use cases

  • Write curated or reconciled results back to lakehouse tables through connectors that support inserts
  • Read federated views that join warehouse, lake, and database tables, then sync the result into operational tools like a CRM
  • 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.

Write-back where Dynamics 365 F&O exposes writable fields

Classifications or reference values computed in Starburst Enterprise sync back onto the corresponding records in Dynamics 365 F&O.

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

Financial records land in Starburst Enterprise 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 Starburst Enterprise for headcount, cost, and planning analysis alongside other company data.

What you can sync between Dynamics 365 F&O and Starburst Enterprise

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.

Dynamics 365 F&O objects Starburst Enterprise objects
On-hand Inventory Stock positions; read out to storefronts and internal apps for availability. Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas.
Customers Customer master records; kept aligned with CRM accounts in two-way syncs. Tables Queryable relations; writes pass through to sources whose connectors support them.
Vendors Supplier master records; synced with procurement and AP tools. Views Engine-level SQL views used to shape federated data before syncing it out.
Released Products Sellable product master; read out to commerce channels and CRM catalogs. Materialized views Precomputed results that make repeated sync reads cheaper.
Sales Orders Order transactions; written in from storefronts or CRM and tracked through fulfillment. Columns Typed per the Trino type system, mapped from each source's native types.
Purchase Orders Procurement transactions; extracted for spend and supply chain reporting. Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source.
What ships with Dynamics 365 F&O ⇄ Starburst Enterprise

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Dynamics 365 F&O or Starburst Enterprise 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 Dynamics 365 F&O or Starburst Enterprise record.

Observability

Monitoring

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

Trading partners

EDI

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

How the Dynamics 365 F&O and Starburst Enterprise connectors work

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

Starburst Enterprise

Integration surface
ANSI SQL over JDBC/ODBC drivers and the Trino client REST protocol
Authentication
Deployment-dependent: username/password, LDAP, OAuth 2.0, or Kerberos
Change detection
Query-based polling; Starburst is a query engine and exposes no change log of its own
Capabilities
read · write
Rate limits
Throughput is governed by cluster sizing and resource groups rather than API quotas
How it works

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

    Choose tables

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

Dynamics 365 F&O and Starburst Enterprise 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 Dynamics 365 F&O and Starburst Enterprise.

Popular · 8 of 386
All Dynamics 365 F&O integrations All Starburst Enterprise integrations Browse all integrations
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