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Autopilot and Microsoft Dynamics 365 Sales integration

Plan how Autopilot and Microsoft Dynamics 365 Sales should share data across your business. Work with Stacksync engineers on record mapping, system access, and the requirements for running the integration.

  • Scope your workflow with an integration engineer
  • Review the systems, records, and updates you need

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Proposed workflow

Contact sync test

Planning example. Stacksync support for the required connection and record operations needs a technical review.

Starting eventA change involving Autopilot Contacts or Microsoft Dynamics 365 Sales Contacts needs a defined result in the other system.

  1. Start with Autopilot Contacts and Microsoft Dynamics 365 Sales Contacts. Use the record-matching and field-ownership rules from your mapping worksheet.

  2. Resolve the organization relationship and any owner or consent references required by the destination.

  3. Test a normal update and one failed or repeated update in the supported direction. Keep both record IDs with the test results.

What to verifyTest an email change, two records sharing an email, and a person associated with multiple organizations.

Review records and field ownership

Proposed record relationships

Records to connect

Use these examples to define record matching and field ownership for your technical review.

Download the mapping worksheet

CSV · No email required

Example record relationships between Autopilot and Microsoft Dynamics 365 Sales
Autopilot recordMicrosoft Dynamics 365 Sales recordRecord matchingField ownership
ContactsProposed record; confirm Stacksync object support.Record matchingContactsProposed record; confirm Stacksync object support.Use a stable person/contact ID and an explicit cross-system lookup. Email can change and can be shared, so treat it as a matching clue rather than a universal key.Keep consent and communication preferences under an agreed authority; a general contact update must not silently resubscribe someone.

These relationships do not establish connector availability. Review the required connection and record operations with Stacksync.

Record coverage to review

Use documented coverage where available. Catalog record types are starting points for review and do not confirm Stacksync support.

Autopilot

Connection and object support require review

Record types to review with Stacksync

Record typesCoverage and requirements
  • Contacts
  • Lists
  • Custom Fields
  • Smart Segments
  • Journeys (Triggers)
  • Activities
Confirm support for this record type and the direction you need.

Discuss Autopilot requirements

Microsoft Dynamics 365 Sales

Connection and object support require review

Record types to review with Stacksync

Record typesCoverage and requirements
  • Accounts
  • Contacts
  • Leads
  • Opportunities
  • Quotes
  • Orders
Confirm support for this record type and the direction you need.

Discuss Microsoft Dynamics 365 Sales requirements

Connection essentials

Confirm Stacksync support and account requirements for undocumented connections. Interface information alone does not establish connector availability.

View setup requirements and limits
Connection requirementAutopilotMicrosoft Dynamics 365 Sales
Integration interfaceREST API (Autopilot v1); Autopilot rebranded to Ortto in 2021 and the newer Ortto API co-exists with the legacy Autopilot endpointsDataverse Web API (OData v4 REST)
AuthenticationConfirm the credentials, API plan, and permissions required for Autopilot.Confirm the credentials, API plan, and permissions required for Microsoft Dynamics 365 Sales.
Change detectionConfirm how Stacksync detects changes for this connector and the objects you need.Confirm how Stacksync detects changes for this connector and the objects you need.
Read accessConfirm with StacksyncConfirm with Stacksync
Write accessConfirm with StacksyncConfirm with Stacksync

Enterprise controls

Security and control for your integrations

Explore security controls

Compliance and data transfers

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

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

Record-level recovery

Inspect sync errors and use retry and revert controls to resolve failed updates.

Read the recovery guide

Implementation

Technical reference

Review setup, record relationships, testing, and recovery for your implementation.

Authentication, permissions and API limits

Connection requirements and limits

Autopilot
Integration interface
REST API (Autopilot v1); Autopilot rebranded to Ortto in 2021 and the newer Ortto API co-exists with the legacy Autopilot endpoints
Authentication
Confirm the credentials, API plan, and permissions required for Autopilot.
Change detection
Confirm how Stacksync detects changes for this connector and the objects you need.
Read access
Confirm with Stacksync
Write access
Confirm with Stacksync
Setup requirements
  • Identify the Autopilot account, edition, environment, and business objects the integration must access.
  • Confirm a Stacksync connector or implementation path for Autopilot, including read/write support, authentication, and initial-load limits.
Limitations to check
  • Confirm Stacksync support for Autopilot and the record types your workflow needs.
  • Review write-back, deletion handling, update timing, and account limits with the integration team.
Technical documentation
Microsoft Dynamics 365 Sales
Integration interface
Dataverse Web API (OData v4 REST)
Authentication
Confirm the credentials, API plan, and permissions required for Microsoft Dynamics 365 Sales.
Change detection
Confirm how Stacksync detects changes for this connector and the objects you need.
Read access
Confirm with Stacksync
Write access
Confirm with Stacksync
Setup requirements
  • Identify the Microsoft Dynamics 365 Sales account, edition, environment, and business objects the integration must access.
  • Confirm a Stacksync connector or implementation path for Microsoft Dynamics 365 Sales, including read/write support, authentication, and initial-load limits.
Limitations to check
  • Confirm Stacksync support for Microsoft Dynamics 365 Sales and the record types your workflow needs.
  • Review write-back, deletion handling, update timing, and account limits with the integration team.

Prepare Autopilot and Microsoft Dynamics 365 Sales access

Set up both accounts before testing the mapping. Use test records where available, and identify the account administrator who can approve access and help resolve setup errors.

Autopilot setup checklist
  • Identify the Autopilot account, edition, environment, and business objects the integration must access.
  • Confirm a Stacksync connector or implementation path for Autopilot, including read/write support, authentication, and initial-load limits.
Microsoft Dynamics 365 Sales setup checklist
  • Identify the Microsoft Dynamics 365 Sales account, edition, environment, and business objects the integration must access.
  • Confirm a Stacksync connector or implementation path for Microsoft Dynamics 365 Sales, including read/write support, authentication, and initial-load limits.
Prepare to go live

Record the fields each system can update, the first-load cutoff, both record IDs, the expected update delay, and who handles errors. Complete the tests before production before expanding to more records.

Use the Autopilot and Microsoft Dynamics 365 Sales planning worksheet to capture these decisions. Record the access owner in the worksheet and enter credentials only in the connection setup.

Talk to an engineer · Review current pricing

Record identity and field ownership

Use these data-model references to describe the records your connection needs. They are planning examples; connector availability and supported operations must be established before implementation.

Download the mapping worksheet · CSV, no email required

Record matching

Contacts / Contacts

Compare whether Autopilot Contacts and Microsoft Dynamics 365 Sales Contacts describe the same contact in your business.

Planning example. Stacksync support for the required connection and record operations needs a technical review.

Autopilot
Object support to establish
Microsoft Dynamics 365 Sales
Object support to establish
Record identity
Use a stable person/contact ID and an explicit cross-system lookup. Email can change and can be shared, so treat it as a matching clue rather than a universal key.
Field ownership
Keep consent and communication preferences under an agreed authority; a general contact update must not silently resubscribe someone.

Fields to include

  • Source person ID
  • Display name
  • Email address
  • Organization reference
  • Consent state
Record dependencies
Resolve the organization relationship and any owner or consent references required by the destination.
Validation
Test an email change, two records sharing an email, and a person associated with multiple organizations.
Recovery
Hold ambiguous matches for review and reconcile the person ID before retrying; preserve the consent decision already recorded by its owner.

References: Autopilot: Contacts documentation

Compare integration approaches

Choose a method around one example record and the update your business needs. Use Contacts / Contacts to review record matching and confirm Stacksync support for the required operations. Compare ongoing sync, a custom workflow, and a scheduled export against that requirement.

Stacksync managed sync

Best fit
Review compatibility with a Stacksync engineer using an example of the records and updates you need.
Operating responsibility
Fits ongoing record synchronization when the required operations are supported. Add workflow steps for approvals or business actions that go beyond copying fields.
Before you choose
Check record matching: Use a stable person/contact ID and an explicit cross-system lookup. Email can change and can be shared, so treat it as a matching clue rather than a universal key. Verify field coverage, deletion handling, and how changes are detected.

Native vendor integration

Best fit
A vendor-built integration may fit if it supports your Autopilot and Microsoft Dynamics 365 Sales record types.
Operating responsibility
Can reduce setup for a supported workflow. You may need another method for records or business steps it does not cover.
Before you choose
First check whether either vendor offers this integration. If available, verify Contacts / Contacts, update direction, account tier, and related-record handling.

Custom API or workflow

Best fit
Consider when Autopilot and Microsoft Dynamics 365 Sales need a transformation, approval, or action outside a direct record sync.
Operating responsibility
Provides control over business steps; the team owns credentials, version changes, error queues, and reconciliation.
Before you choose
Verify endpoint permissions, pagination, quotas, duplicate detection, and failure recovery.

File or scheduled snapshot

Best fit
Consider for a one-time Autopilot / Microsoft Dynamics 365 Sales migration or a reporting need with an explicit freshness window.
Operating responsibility
Can simplify a bounded transfer; later changes and deletion history require another extraction or a separately designed incremental process.
Before you choose
Record the extraction cutoff, source IDs, encoding, date/number formats, and reconciliation totals.

Workflow scenarios and expected results

Contact sync test

Planning example. Stacksync support for the required connection and record operations needs a technical review.

Starting event: A change to the selected Contacts or Contacts record needs a defined result in the other system.

  1. Start with Autopilot Contacts and Microsoft Dynamics 365 Sales Contacts. Use the record-matching and field-ownership rules from your mapping worksheet.
  2. Resolve the organization relationship and any owner or consent references required by the destination.
  3. Test a normal update and one failed or repeated update in the supported direction. Keep both record IDs with the test results.

Expected result: Test an email change, two records sharing an email, and a person associated with multiple organizations.

If it fails: Hold ambiguous matches for review and reconcile the person ID before retrying; preserve the consent decision already recorded by its owner.

Link audience context between Autopilot and Microsoft Dynamics 365 Sales

This is an evaluation scenario; connector and operation support require confirmation.

Starting event: An approved customer or campaign change affects eligibility or reporting in Autopilot.

  1. Identify the relevant Contacts or Activities and the corresponding identity in Accounts or Contacts.
  2. Choose the authority for consent, audience membership, and campaign activation. Reporting a customer attribute does not authorize outreach.
  3. Define how unsubscribes, deleted identities, and late activity change the current audience.

Expected result: A removed or ineligible person stays excluded after a repeated update; audience membership refers to the correct identity.

If it fails: Recompute current eligibility before retrying membership or activation; do not replay an obsolete permission to contact someone.

Initial load and acceptance testing

Keep both record IDs with the expected and actual result. Reconcile the same filters and time window in each system.

Contacts / Contacts

Test case

Test an email change, two records sharing an email, and a person associated with multiple organizations.

Expected result

The expected contact relationship is preserved with no duplicate action or unintended write.

Direction and permissions

Test case

Bring an example source record and the intended destination operation to the compatibility review. Confirm the supported route before granting write access.

Expected result

Only an approved, supported direction and permitted fields are written.

Freshness and reconciliation

Test case

Measure source and destination times for the selected records under normal load and a burst. Reconcile IDs and values using the same filters and cutoff.

Expected result

The process meets its agreed freshness target and reconciliation has no unexplained differences.

Failed updates, retries and recovery

Start with the failed record and the destination error, then inspect the source value, field requirements, and access.

Rejected or repeated contact change

Investigate

Inspect Autopilot Contacts and Microsoft Dynamics 365 Sales Contacts, their IDs, and the destination error.

Next action

Hold ambiguous matches for review and reconcile the person ID before retrying; preserve the consent decision already recorded by its owner.

A record type or update is unavailable

Investigate

Check the Autopilot and Microsoft Dynamics 365 Sales connector guides, account permissions, and any operations marked On Request.

Next action

Ask the integration team to confirm a supported way to handle that record. Verify whether it needs connector configuration or a separate workflow step.

Source and destination disagree after a retry

Investigate

Compare current source values, destination validation, identity mappings, and any side effects already completed.

Next action

Stacksync issue retry reads the current source state. Decide the intended state before retrying or reverting; reconcile downstream effects separately.

Read the Stacksync issues dashboard guide for retry and revert behavior.

Change detection and update delivery

How updates move between Autopilot and Microsoft Dynamics 365 Sales

See how each system detects changes and which updates the other system can receive. Each direction has its own permissions and record requirements.

Autopilot Microsoft Dynamics 365 Sales Direction requires confirmation

Detect changesConfirm how Stacksync detects changes for this connector and the objects you need.

Apply updatesConfirm that Stacksync can create or update the records you need in Microsoft Dynamics 365 Sales.

Microsoft Dynamics 365 Sales Autopilot Direction requires confirmation

Detect changesConfirm how Stacksync detects changes for this connector and the objects you need.

Apply updatesConfirm that Stacksync can create or update the records you need in Autopilot.

Update timing and record limits
  • Measure initial-load and ongoing-change latency separately. Source detection, selected objects, account limits, and destination validation determine the observed delay.
  • Review write-back, deletion handling, update timing, and account limits with the integration team.
  • Review write-back, deletion handling, update timing, and account limits with the integration team.
FAQ

Autopilot and Microsoft Dynamics 365 Sales integration FAQ

Next step

Plan your integration with an engineer

Walk through your Autopilot and Microsoft Dynamics 365 Sales records, field mappings, and requirements with an integration engineer.