CRM migration

Migrate from Contlo to Microsoft Dynamics 365 Sales

Field-level mapping, validation, and rollback between Contlo and Microsoft Dynamics 365 Sales . We move data and schema; workflows are rebuilt natively in Microsoft Dynamics 365 Sales .

Contlo logo

Contlo

Source

Microsoft Dynamics 365 Sales

Destination

Microsoft Dynamics 365 Sales  logo

Compatibility

75%

6 of 8

objects map 1:1 between Contlo and Microsoft Dynamics 365 Sales .

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Contlo to Microsoft Microsoft Dynamics 365 Sales is a platform-type migration: Contlo is an AI-native marketing automation platform centered on customer contacts, behavioral segments, and campaign automations; Microsoft Dynamics 365 Sales is a full CRM built around the Lead-to-Account-to-Contact-to-Opportunity object model with pipeline management, forecasting, and native Microsoft 365 integration. We map Contlo Contacts to Dynamics 365 Leads or Contacts depending on qualification state, preserve segment membership as tags on the Contact record, and reconstruct campaign engagement history as Activity records. The Brand AI Model, automations, and Voice Agents do not migrate; we deliver a written inventory of every automation requiring rebuild in Microsoft Dynamics 365 Sales Workflow or Power Automate. The native Microsoft integration advantage (Teams, Outlook, SharePoint, Power BI) is a destination capability the customer enables post-migration.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Contlo logo

Contlo

What's pushing teams away

  • The Free tier forces a 'Powered by Contlo' link in the footer, which conflicts with brand-consistent customer touchpoints and forces teams toward paid tiers earlier than expected.
  • Feature overload when enabling all capabilities creates interface complexity, making it difficult for small teams to manage automations without feeling overwhelmed.
  • Contlo is a relatively small company (26 employees, $14M funding) which raises concerns about long-term platform stability compared to larger CRM competitors.
  • Customers report inconsistent customer support response times as the product scales, particularly when troubleshooting automation logic or API integrations.

Choosing

Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales

What's pulling them in

  • Deep Microsoft 365, Teams, and Outlook integration makes Microsoft Dynamics 365 Sales a natural fit for Microsoft-first organizations already invested in that ecosystem
  • Sales Enterprise and Premium tiers offer unlimited custom tables and advanced AI-driven forecasting and predictive analytics not available in lower tiers
  • Professional tier pricing at $65 per user per month offers a lower entry cost than Salesforce for SMB teams with straightforward CRM needs
  • Flexible customization options allow businesses to build bespoke apps, tailor forms and views, and integrate with other Dynamics 365 modules
  • Microsoft Copilot AI tools are embedded directly into the sales workflow on Enterprise and Premium, automating routine tasks and providing deal intelligence

Object mapping

How Contlo objects map to Microsoft Dynamics 365 Sales

Each row shows how a Contlo object lands in Microsoft Dynamics 365 Sales , including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Contlo

Contact

maps to

Microsoft Dynamics 365 Sales

Lead or Contact (split based on qualification)

1:many
Fully supported

Contlo Contacts map to Microsoft Dynamics 365 Sales Lead for unqualified records and Contact for qualified records attached to an Account. We assess the contact's lifecycle state, engagement score, and purchase history to determine the split. Contacts with purchase history or high engagement scores map to Contact under an Account; all others map to Lead. The original Contlo contact score and segment membership persist as custom fields (contlo_score__c, contlo_segments__c) on both Lead and Contact for audit and rebuild use.

Contlo

Company

maps to

Microsoft Dynamics 365 Sales

Account

1:1
Fully supported

Contlo Company records map directly to Microsoft Dynamics 365 Sales Account. The Company domain and address fields translate to Account Website and Address fields. Account serves as the parent of any Contact records that map to it. We deduplicate by Company domain name during import and flag any Company records without a domain for manual review.

Contlo

Segment

maps to

Microsoft Dynamics 365 Sales

Tag (custom field on Contact/Lead)

lossy
Fully supported

Contlo behavioral segments are preserved as pipe-delimited tags in a custom text field contlo_segments__c on Contact and Lead. Segment rules (AND/OR filter conditions) are documented in a separate segment-mapping worksheet so the customer's admin can rebuild equivalent segments in Microsoft Dynamics 365 Sales using Advanced Find queries or Power Automate flows. Native Dynamics 365 Marketing segments (if the customer licenses that module) are documented as a future-state option.

Contlo

Deal

maps to

Microsoft Dynamics 365 Sales

Opportunity

1:1
Fully supported

Contlo Deals map to Microsoft Dynamics 365 Sales Opportunity. Deal stage maps to Opportunity StageName; Deal amount maps to EstimatedRevenue. If the Contlo Deal has an associated Company, we resolve that as AccountId on the Opportunity at migration time. Closed-won Deals become Closed Won Opportunities; closed-lost Deals become Closed Lost with a Loss Reason populated from Contlo custom fields if available.

Contlo

Campaign (Email/SMS)

maps to

Microsoft Dynamics 365 Sales

Campaign + CampaignMember

1:1
Fully supported

Contlo campaigns with template content and delivery history map to Microsoft Dynamics 365 Sales Campaign records. Campaign Member status (Sent, Delivered, Opened, Clicked) migrates as CampaignMember records linked to the relevant Leads and Contacts. Template content (subject lines, body HTML) is preserved in a Notes attachment on the Campaign record so the customer's admin can reference it when rebuilding in Dynamics 365 Marketing or a third-party email tool.

Contlo

Engagement: Email

maps to

Microsoft Dynamics 365 Sales

Email (EmailMessage) + Activity (Task)

1:1
Fully supported

Contlo email engagement records migrate to Microsoft Dynamics 365 Sales EmailMessage (the email content) linked to a related record (Lead, Contact, or Account) with an Activity Task for the timeline. Open and click event data from Contlo are stored as custom fields on the EmailMessage record because Microsoft Dynamics 365 Sales does not natively track engagement micro-events at the email level. The original timestamps are preserved in the ActivityDate field.

Contlo

Engagement: Call

maps to

Microsoft Dynamics 365 Sales

Phone Call Activity (Task with CallDirection)

1:1
Fully supported

Contlo call engagements map to Microsoft Dynamics 365 Sales Task with Subject indicating Call, TaskType or custom call fields capturing direction (inbound/outbound), duration, and disposition. Call recording URLs stored as custom fields on the Task if the customer wants to preserve links. Original call timestamps map to ActivityDate.

Contlo

Custom Properties

maps to

Microsoft Dynamics 365 Sales

Custom Fields (custom属性的)

1:1
Mapping required

Contlo custom fields on Contacts and Companies migrate to custom fields on Microsoft Dynamics 365 Sales Contact, Lead, and Account. Field types are mapped: text to Text, number to Whole Number or Decimal, date to Date, checkbox to Two Options. Picklist values from Contlo migrate to Option Sets in Dynamics 365 with the original labels preserved. If a custom field has no direct Dynamics 365 equivalent, we store the value as a JSON blob in a catch-all text field and document the mapping for the customer's admin to split out post-migration.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Contlo logo

Contlo gotchas

Medium

Free tier enforces 'Powered by Contlo' branding

Medium

Contact volume limits are tier-gated

High

Brand AI Model is non-portable

Low

Automation branching logic may not translate 1:1

Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales gotchas

High

Professional tier 15-table custom table limit blocks migrations

High

October 2024 pricing increase applies at renewal for all customers

Medium

Custom fields must be created in the UI before API writes

Medium

Power Platform request limits apply to bulk migrations

Medium

Activity records orphaned to inactive owners fail silently

Pair-specific challenges

  • Brand AI Model is not a portable artifact

    Contlo's core differentiator is the brand-owned generative AI Model trained on the customer's campaign content and customer data. This model lives in Contlo's infrastructure and cannot be exported as a portable artifact. When migrating out of Contlo, the customer must re-train or re-create an equivalent AI model in the destination platform from scratch, or use Microsoft Dynamics 365 Sales Copilot as a replacement AI layer. We document this as a non-migratable item during scoping and flag it as an action item for the customer's team to address post-migration, not a data gap.

  • Automations and Journey Flows do not migrate to Dynamics 365

    Contlo automations are event-triggered journey flows with conditional branching, time-delay actions, and behavioral segmentation that do not map directly to Microsoft Dynamics 365 Sales Workflow or Power Automate. We do not migrate automations as code. We extract every active Contlo automation, document its trigger type, conditions, actions, and delay steps, and deliver a written inventory with recommended Microsoft Dynamics 365 Sales equivalents (Sales Pipeline, InsideView, or Power Automate cloud flows). The customer's admin rebuilds them post-migration.

  • Contlo Segments require manual rebuild in Dynamics 365

    Contlo segments use behavioral filter conditions (abandoned cart, lifecycle stage, purchase frequency, channel preference) that do not translate directly to Microsoft Dynamics 365 Sales native segment logic. We preserve the segment membership as static tags on Contact records, but the active segment rules must be rebuilt using Dynamics 365 Advanced Find queries, Power Automate flows, or Dynamics 365 Marketing segment definitions. We deliver a segment-mapping worksheet during handoff that maps each Contlo segment to its equivalent Dynamics 365 definition.

  • Contact volume and plan limits must be verified before migration

    Contlo's Free tier caps at 1,000 contacts. If the customer's Contlo plan has a lower contact limit than the actual contact count in the account, some records may have been excluded from Contlo already. We audit the contact count against the current plan tier before migration and flag any overage. For paid tiers with no stated limit, we verify with the customer that the contacts exported represent the full intended scope.

Migration approach

Six steps for a successful Contlo to Microsoft Dynamics 365 Sales data migration

  1. Discovery and scope definition

    We audit the source Contlo account across plan tier, total contacts, companies, deals, campaigns, segments, active automations, and engagement volume. We assess which Microsoft Dynamics 365 Sales edition (Essentials, Professional, Premium, Relationship Sales) the customer targets based on required objects (Leads, Opportunities, Quotes, Products) and any Power Platform add-ons. The discovery output is a written migration scope that lists all migratable objects, all non-migratable artifacts (Brand AI Model, automations), and the segment rebuild inventory.

  2. Schema design and Lead-Contact split rule

    We design the Microsoft Dynamics 365 Sales target schema. This includes creating custom fields on Lead, Contact, and Account (contlo_score__c, contlo_segments__c, contlo_original_id__c), configuring Option Sets for any Contlo picklist values, setting up the Account-Contact relationship hierarchy, and defining the Lead-Contact split rule based on the customer's qualification criteria. If the customer uses Dynamics 365 Marketing, we also design the segment mapping for that module. Schema is validated in a Dynamics 365 Sandbox before production.

  3. Data extraction and transformation

    We extract all records from Contlo via its export APIs and CSV templates. We transform each record according to the mapping rules: Contacts split to Lead or Contact, Companies to Account, Deals to Opportunity, Segments to tags, Engagements to Activity records. We run a transformation dry-run in a staging environment and surface any data quality issues (missing email, orphaned contacts, invalid picklist values) for the customer's team to correct before production migration.

  4. Sandbox migration and reconciliation

    We run a full migration into a Microsoft Dynamics 365 Sales Sandbox using production-like data volume. The customer reconciles record counts, spot-checks 20-30 records against the Contlo source, and validates that segment tags, engagement timestamps, and custom field values are present and accurate. Any mapping corrections are applied to the production migration script before the go-live window. This step typically takes one to two weeks including customer review cycles.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Accounts (from Contlo Companies), Contacts and Leads (with the qualification split applied and AccountId resolved for Contacts), Opportunities (with AccountId and EstimatedRevenue resolved), Campaign records (with template content preserved), Activity history (EmailMessage, Tasks for calls and notes via Dynamics 365 API with chunking). Each phase emits a reconciliation row-count report before the next phase begins. We coordinate with the customer's Dynamics 365 admin to temporarily bypass validation rules that could reject records on import.

  6. Cutover, validation, and automation rebuild handoff

    We freeze Contlo writes during cutover and run a final delta migration of any records modified during the migration window. We enable Microsoft Dynamics 365 Sales as the system of record and deliver the automation inventory and segment mapping worksheet to the customer's admin team. We provide a one-week hypercare window to resolve any reconciliation issues. We do not rebuild Contlo automations as Microsoft Dynamics 365 Sales Workflows or Power Automate flows inside the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

Contlo logo

Contlo

Source

Strengths

  • AI-native campaign optimization with brand-owned model rather than third-party AI
  • Multi-channel delivery: email, SMS, and voice agents unified in one platform
  • No-code automation builder with behavioral segmentation and trigger-based flows
  • Free tier available for up to 1,000 contacts with full automation access
  • Active onboarding support that helps configure AI Agents quickly

Weaknesses

  • Small company size and limited public funding raise long-term viability concerns
  • Feature-heavy interface can overwhelm small marketing teams without dedicated admins
  • Brand AI Model is not a portable asset and cannot be migrated between platforms
  • Limited public documentation on API schema and technical object structure
  • Voice Agent and AI model features are proprietary and may not map cleanly to competing platforms
Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales

Destination

Strengths

  • Native integration with Microsoft 365, Teams, Outlook, and SharePoint for unified productivity workflow
  • Unlimited custom tables and complex workflows on Enterprise tier enable deep customization for complex sales processes
  • AI-driven predictive analytics and deal intelligence on Enterprise and Premium tiers help sales teams prioritize pipeline
  • Dataverse unified data layer provides a consistent API and data model across all Dynamics 365 and Power Platform apps
  • Strong security model with Field-Level Security and Record Ownership rules for governance-conscious enterprises

Weaknesses

  • Sales Professional tier caps custom tables at 15, creating a migration ceiling for highly customized SMB environments
  • October 2024 pricing increases of $15 per user across all tiers apply to existing customers upon renewal
  • Implementation typically requires costly certified partners, adding 30–50% to total project cost
  • Updates and platform releases can disrupt customizations and plugins, requiring regression testing after each wave
  • Non-Microsoft integrations require additional configuration or middleware, limiting flexibility for heterogeneous tech stacks

Complexity grading

How hard is this migration?

Standard CRM migration. All 8 core objects map 1:1 between Contlo and Microsoft Dynamics 365 Sales .

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Contlo and Microsoft Dynamics 365 Sales .

  • Object compatibility

    A

    All 8 core objects map 1:1 between Contlo and Microsoft Dynamics 365 Sales .

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Contlo: Not publicly documented.

  • Data volume sensitivity

    B

    Contlo doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Contlo to Microsoft Dynamics 365 Sales migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Contlo to Microsoft Dynamics 365 Sales data migrations

Answers to the questions buyers ask most during Contlo to Microsoft Dynamics 365 Sales migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Contlo to Microsoft Dynamics 365 Sales migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most migrations land between three and five weeks for accounts under 10,000 Contacts with no custom objects and straightforward segment logic. Migrations with large engagement histories (over 200,000 activity records), complex Contlo custom properties, or customers targeting Microsoft Dynamics 365 Sales Premium or Relationship Sales (with Copilot and LinkedIn integration) move to eight to twelve weeks because of API chunking, validation coordination, and the segment-rebuild documentation scope.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Contlo.
Land in Microsoft Dynamics 365 Sales , intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day