Real-time
Two-way sync
Changes in Dynamics 365 F&O or Firebolt instantly reflect in both systems. No stale data, no manual imports.
ERP ⇄ Data warehouse
Dynamics 365 F&O to Firebolt integration — real-time, two-way sync
Keep Dynamics 365 F&O and Firebolt 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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Migrated from Fivetran
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Why teams connect Dynamics 365 F&O and Firebolt
Put Dynamics 365 F&O's records in Firebolt 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 Firebolt next to everything else the company measures.
Stacksync syncs General Journal Entries, On-hand Inventory, Customers, Vendors from Dynamics 365 F&O into tables in Firebolt continuously, managing API limits and schema drift along the way. The connection is bi-directional, so values computed in Firebolt can be written back to fields in Dynamics 365 F&O where that is useful.
Common use cases
- 01 Keep dimension tables aligned with source systems while high-volume event data loads through separate batch pipelines.
- 02 Sync aggregated results from Firebolt back to operational tools that need computed metrics (reverse ETL).
- 03 Distribute product and price master data from F&O to downstream channels through a synced database.
- 04 Sync customers, vendors, and released products into an operational database that internal apps read instead of calling OData directly.
Common sync patterns
Where Dynamics 365 F&O is the HR system of record: workforce analytics
Worker and organization data syncs into Firebolt 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 Firebolt, joinable with sales and finance data.
Group reporting across systems
Combine Dynamics 365 F&O's records with data synced from other systems in Firebolt for consolidated views no single system can produce.
What you can sync between Dynamics 365 F&O and Firebolt
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 | Firebolt objects | How this pairing syncs | |
|---|---|---|---|
| Vendors Supplier master records; synced with procurement and AP tools. | Engines Compute resources that must be running for a sync to read or write. | Vendors is specific to Dynamics 365 F&O and Engines to Firebolt — each maps to any object or custom field on the other side. | |
| Released Products Sellable product master; read out to commerce channels and CRM catalogs. | Databases Logical containers holding the tables a sync targets. | Released Products is specific to Dynamics 365 F&O and Databases to Firebolt — each maps to any object or custom field on the other side. | |
| Sales Orders Order transactions; written in from storefronts or CRM and tracked through fulfillment. | Tables Managed columnar tables written with SQL; the main sync destination. | Sales Orders is specific to Dynamics 365 F&O and Tables to Firebolt — each maps to any object or custom field on the other side. | |
| Purchase Orders Procurement transactions; extracted for spend and supply chain reporting. | External tables References to files in object storage used to stage bulk loads. | Purchase Orders is specific to Dynamics 365 F&O and External tables to Firebolt — each maps to any object or custom field on the other side. | |
| Customer Invoices AR billing documents; status synced back to CRM and customer success tools. | Views Curated query surfaces commonly used as sources for reverse ETL. | Customer Invoices is specific to Dynamics 365 F&O and Views to Firebolt — each maps to any object or custom field on the other side. | |
| Vendor Invoices AP documents; synced with invoice automation systems. | Aggregating indexes Precomputed rollups maintained at write time; incremental loads update them automatically. | Vendor Invoices is specific to Dynamics 365 F&O and Aggregating indexes to Firebolt — each maps to any object or custom field on the other side. |
How changes propagate between Dynamics 365 F&O and Firebolt
Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.
Dynamics 365 F&O Firebolt Sub-second propagation
DetectionDynamics 365 F&O pushes changes as they happen — webhook events backed by change data capture. Change data capture via the Dynamics 365 Change Tracking feature, enabled per entity.
DeliveryEach detected change is applied to Firebolt as a row-level write, with types converted between the two schemas.
Firebolt Dynamics 365 F&O Interval-based propagation
DetectionStacksync polls Firebolt for changes on an incremental schedule, reading only records changed since the previous pass. Polling.
DeliveryEach detected change is written to Dynamics 365 F&O through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- Dynamics 365 F&O: OData requests are subject to platform throttling; high-volume loads belong in the Data Management Framework.
- Firebolt: No fixed request quota; throughput depends on the engine size attached to the workload.
What ships with Dynamics 365 F&O ⇄ Firebolt
Connect Dynamics 365 F&O and Firebolt for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Dynamics 365 F&O–Firebolt connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Dynamics 365 F&O or Firebolt 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 Firebolt record.
Observability
Monitoring
Track your Dynamics 365 F&O ⇄ Firebolt 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 Firebolt.
How the Dynamics 365 F&O and Firebolt 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.
Firebolt
- Integration surface
- SQL over a REST API, with JDBC, Python, and Node.js SDKs
- Authentication
- Service account credentials (client ID and secret) exchanged for OAuth 2.0 tokens
- Change detection
- Polling; Firebolt is an analytics destination and does not expose a change feed
- Capabilities
- read · write
- Rate limits
- No fixed request quota; throughput depends on the engine size attached to the workload
How it works
How to connect Dynamics 365 F&O to Firebolt — 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.
- 01
Connect your apps
Authenticate Dynamics 365 F&O and Firebolt with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Dynamics 365 F&O
connected
Firebolt
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Dynamics 365 F&O and Firebolt 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.
objects · Dynamics 365 F&O ⇄ FireboltCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
Dynamics 365 F&O FireboltCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Dynamics 365 F&O and Firebolt integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Dynamics 365 F&O and Firebolt: authenticate both systems, choose the objects to sync (such as Dynamics 365 F&O's Vendors and Released Products), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Change detection on Dynamics 365 F&O: Change data capture via the Dynamics 365 Change Tracking feature, enabled per entity; falls back to periodic full-sync where change tracking is unavailable. On Firebolt: Polling; Firebolt is an analytics destination and does not expose a change feed. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
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On the Firebolt side: External tables, Views, Aggregating indexes, Engines, plus custom fields where Firebolt exposes them. On the Dynamics 365 F&O side: General Journal Entries, On-hand Inventory, Customers, Vendors. Stacksync auto-detects both schemas and converts types between the two systems.
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Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
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Common patterns for Dynamics 365 F&O and Firebolt: Where Dynamics 365 F&O is the HR system of record: workforce analytics; Where Dynamics 365 F&O runs operations: order and supply analysis; Group reporting across systems. Worker and organization data syncs into Firebolt for headcount, cost, and planning analysis alongside other company data.
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Dynamics 365 F&O: 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"). Firebolt: SQL over a REST API, with JDBC, Python, and Node.js SDKs. Authentication: Service account credentials (client ID and secret) exchanged for OAuth 2.0 tokens. Stacksync manages authentication, retries, and rate limits on both sides.
SECURITY
Security teams trust 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.
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
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:
Related integrations
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