D365 F&O ↔ Snowflake — Analytics Data Pipeline
The D365 F&O ↔ Snowflake connector by ERPPlugs streams F&O transactional + master data (GL, AR, AP, Sales, Purchases, Inventory) to Snowflake via CDC-based change tracking + Bring Your Own Database (BYOD) export patterns. Financial dimensions, legal entities, and currency all preserved so Snowflake dashboards join across F&O modules and non-F&O sources cleanly.
F&O data streams to Snowflake with CDC + change tracking; financial dimensions and legal entities preserved for dimensional analytics.
What this connector does
Snowflake is the cloud data warehouse most enterprise analytics teams standardise on; D365 F&O is Microsoft's enterprise ERP. Bridging the two typically means either building custom BYOD (Bring Your Own Database) exports or hand-rolling CDC via Data Lake. The ERPPlugs D365 F&O ↔ Snowflake connector handles both patterns natively — CDC-based real-time change tracking for high-velocity entities (Sales Orders, Inventory), and BYOD-based scheduled exports for slower-changing entities (Chart of Accounts, Vendors, Customers). Financial dimensions, legal entities, currency, and fiscal period preserved so Snowflake dbt models join cleanly across F&O modules and non-F&O sources.
How data flows and what gets synced
The bridge between Dynamics 365 Finance & Operations and Snowflake, and the exact records that move across it.
Dynamics 365 Finance & Operations
ERPPlugs Engine
Snowflake
| Data Type | Direction | Frequency |
|---|---|---|
| Transactional entities (SO/PO/Invoices) | D365 F&O → Snowflake | Real-time (CDC) |
| Master data | D365 F&O → Snowflake | Every 15 min |
| Historical GL | D365 F&O → Snowflake | Daily |
| Financial dimensions | D365 F&O → Snowflake | On change |
What's included
Key Benefits
CDC + BYOD Combined
Real-time for hot entities, batch for cold — cost-optimal.
Financial Dimensions Preserved
Every fact row carries F&O dimensional context.
dbt-Friendly Schema
Staging + intermediate + mart layers out of the box.
Multi-Entity Consolidation
Consolidate legal entities into one Snowflake schema.
Try the Dynamics 365 F&O ↔ Snowflake Connector Free
Start with 1 connector and 100 transactions/month — no credit card required. See real data flowing between Dynamics 365 Finance & Operations and Snowflake inside 5 minutes.
Compliance-ready. Live in minutes.
What you get out of the box for statutory compliance — and the exact steps to go live.
Setup in Minutes
Configure D365 F&O CDC + BYOD
Enable change tracking on target entities + set up BYOD export destinations.
Provision Snowflake schema
Create staging + mart schemas; grant ERPPlugs the Snowflake role for writes.
Map entities + dimensions
Pick which entities use CDC vs BYOD; confirm financial-dimension mapping.
Enable sync + backfill
Kick off historical backfill; CDC begins on schedule.
Simple, Transparent Pricing
Plans from Rs 499/month — upgrade as you grow.
Basic
- 1 connector (read-only sync)
- Daily sync (manual trigger)
- Basic GST compliance (CGST, SGST, IGST)
- HSN code auto-mapping
- Community support
- Standard sync-status dashboard
- ERPPlugs branding on reports
- Data retention (30 days)
Starter
- 1 connector (read-write sync)
- 15-minute sync intervals
- Full GST compliance (CGST, SGST, IGST, RCM)
- HSN and SAC auto-classification
- Email support (48-hour response)
- Bank reconciliation with UTR matching
- Multi-user access (up to 3 users)
- Standard reporting dashboard
- No ERPPlugs branding on reports
- Data retention (12 months)
Growth
- 3 connectors (read-write sync)
- Real-time sync (under 30 seconds)
- Full GST compliance + e-invoice + e-way bill
- HSN, SAC, and TDS auto-classification
- Priority support (4-hour response)
- Bank reconciliation across multiple accounts
- Multi-user access (up to 10 users)
- Custom field mapping and transformations
- Advanced analytics dashboard
- Webhook notifications for every event
- Scheduled reports (daily / weekly / monthly)
- Data retention (36 months)
Enterprise
- Unlimited connectors
- Real-time sync with sub-second latency
- Dedicated account manager (1-hour SLA)
- Full GST + e-invoice + e-way bill + IRN
- White-label option (your brand on reports)
- Custom field mapping and business logic
- Advanced analytics + custom BI exports
- Webhook notifications with retry and DLQ
- SSO and role-based access control
- Custom SLA with uptime guarantees
- Onboarding workshop and dedicated CS team
- Data retention (7 years) and audit export
- India-region data residency (DPDP-aligned)
Frequently Asked Questions
CDC (Change Data Capture) streams row-level changes as they happen — used for high-velocity entities like Sales Orders + Inventory + Cash Balances. BYOD (Bring Your Own Database) is Microsoft's scheduled bulk export pathway — used for slower-changing entities like Chart of Accounts + Customer Master where real-time isn't needed. The connector uses the right pattern per entity so ingest cost stays predictable.
Every F&O transactional row carries financial dimensions (BusinessUnit, Department, CostCenter, Project, etc.). The connector writes each dimension as a distinct column on Snowflake fact tables so dbt models can filter + join on any dimension without a lookup.
Multiple F&O legal entities can consolidate into a single Snowflake schema with legal_entity as a partition column. Or each entity can land in its own schema for entity-level analytics team isolation. Both patterns supported at setup.
It's an alternative for enterprises already standardised on Snowflake for their data warehouse. Fabric + Synapse Link work well in Microsoft-native stacks; Snowflake shops need a different pathway, which this connector provides.
During onboarding, the connector runs a bulk historical export via BYOD covering the fiscal periods you specify (typically 3-5 years). CDC catches up incremental changes during the backfill window so no data is missed.
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