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ERP ⇄ Analytics

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

Keep Dynamics 365 F&O and Pendo 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 Pendo

Put Dynamics 365 F&O's records into Pendo as live data for reporting and dashboards, without nightly exports, and send the segments and metrics Pendo computes back where Dynamics 365 F&O can use them.

ERP data is some of the most requested data for analysis and some of the hardest to pull: the record types are many, the APIs are strict, and export jobs break on every upgrade. Whether Dynamics 365 F&O carries financials, operations, workforce data, or all three, those numbers belong in Pendo, next to the product, behavioral, and web data the team already measures.

Stacksync syncs On-hand Inventory, Customers, Vendors, Released Products from Dynamics 365 F&O into Pendo continuously, handling API limits and schema drift as it goes, so each record type arrives as Page Events, Guide Events, Poll / NPS Responses, Features / Pages / Guides (metadata) ready to report on. The connection is bi-directional, so segments, scores, and metrics computed in Pendo can be written back to fields in Dynamics 365 F&O where that is useful.

Common use cases

  • 01 Sync Pendo Visitors and Accounts into a data model to score product-qualified accounts alongside behavioral event data.
  • 02 Load guide-engagement events into a reporting database to measure onboarding-flow adoption against retention and expansion.
  • 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 runs operations: inventory and fulfillment metrics

Operational records from Dynamics 365 F&O become measurable in Pendo, joinable with the rest of what the company tracks for supply and fulfillment reporting.

Where Dynamics 365 F&O is the HR system of record: workforce and cost analysis

Worker and organization data from Dynamics 365 F&O syncs into Pendo for headcount, cost, and utilization reporting alongside other company data.

Write-back where Dynamics 365 F&O exposes writable fields: segments and scores return

Segments, scores, or metrics computed in Pendo sync onto the matching records in Dynamics 365 F&O, so operations act on what the analysis found.

What you can sync between Dynamics 365 F&O and Pendo

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 Pendo objects How this pairing syncs
On-hand Inventory Stock positions; read out to storefronts and internal apps for availability. Feature Events Click/interaction events on tagged features, read-only through the Aggregation API over an event-time window and joined to the Feature definitions. On-hand Inventory is specific to Dynamics 365 F&O and Feature Events to Pendo — each maps to any object or custom field on the other side.
Customers Customer master records; kept aligned with CRM accounts in two-way syncs. Page Events Page-view events for tagged pages; read-only via the Aggregation API, used for adoption and path analysis in a warehouse. Customers is specific to Dynamics 365 F&O and Page Events to Pendo — each maps to any object or custom field on the other side.
Vendors Supplier master records; synced with procurement and AP tools. Guide Events Guide seen/advanced/dismissed and step events for in-app walkthroughs; read-only through the Aggregation API to measure onboarding flow adoption. Vendors is specific to Dynamics 365 F&O and Guide Events to Pendo — 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. Poll / NPS Responses Survey answers and NPS scores captured in-app (pollEvents / npsEvents); read-only via the Aggregation API as voice-of-customer data. Released Products is specific to Dynamics 365 F&O and Poll / NPS Responses to Pendo — 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. Features / Pages / Guides (metadata) Definitions of tagged UI elements listed through the entity endpoints; read-only reference used to label and join the event streams. Sales Orders is specific to Dynamics 365 F&O and Features / Pages / Guides (metadata) to Pendo — each maps to any object or custom field on the other side.
Purchase Orders Procurement transactions; extracted for spend and supply chain reporting. Visitors End-user records with agent-collected and custom fields; queried through the Aggregation API and enriched with custom fields written back via the Metadata API. Purchase Orders is specific to Dynamics 365 F&O and Visitors to Pendo — each maps to any object or custom field on the other side.

How changes propagate between Dynamics 365 F&O and Pendo

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 Pendo 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 written to Pendo through its API, with automatic retries and rate-limit backoff.

Pendo Dynamics 365 F&O Interval-based propagation

DetectionStacksync polls Pendo for changes on an incremental schedule, reading only records changed since the previous pass. Polling - reads query the Aggregation API over event-time windows.

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.
  • Pendo: Pendo does not publish fixed numeric limits; it throttles heavy Aggregation queries with 429s and caps/paginates large responses, so wide exports are paced and time-windowed.
What ships with Dynamics 365 F&O ⇄ Pendo

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

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

Real-time

Two-way sync

Changes in Dynamics 365 F&O or Pendo 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 Pendo 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 Pendo record.

Observability

Monitoring

Track your Dynamics 365 F&O ⇄ Pendo 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 Pendo.

How the Dynamics 365 F&O and Pendo 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

Pendo

Integration surface
Pendo Engage API (REST) on app.pendo.io (US) / app.eu.pendo.io (EU), base path /api/v1/ - Aggregation API for reads and the Metadata API for writes
Authentication
Integration key sent in the x-pendo-integration-key header, generated in Subscription Settings; keys are scoped read-only or read/write, so writes require a read/write key
Change detection
Polling - reads query the Aggregation API over event-time windows; no change-data-capture feed and no data-change webhooks. Writes go through the Metadata API on demand.
Capabilities
read · write
Rate limits
Pendo does not publish fixed numeric limits; it throttles heavy Aggregation queries with 429s and caps/paginates large responses, so wide exports are paced and time-windowed.
How it works

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

    Choose tables

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

Dynamics 365 F&O and Pendo integration FAQ

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

Every pair below is a real-time, two-way sync. Search all 386 integrations available for Dynamics 365 F&O and Pendo.

Popular · 4 of 386
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