CRM migration
Field-level mapping, validation, and rollback between Ortto and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
Ortto
Source
Twenty CRM
Destination
Compatibility
7 of 12
objects map 1:1 between Ortto and Twenty CRM.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Ortto to Twenty CRM is a platform-type shift from a marketing automation and CDP layer to a self-hosted CRM that stores contacts, companies, and pipeline. Ortto's People map directly to Twenty's Person object; Accounts map to Company. Activities (email opens, form submissions, custom events) migrate as Notes or Tasks depending on type. Campaign structures convert to Opportunities with stage mapping and tag-based categorization. Ortto's journey and automation flows cannot be exported programmatically — we document the original flow structure for your team to rebuild in Twenty. Dashboards, capture widget styling, and knowledge base articles do not migrate as configured artifacts; we provide structured inventories for manual reconstruction. The migration runs through Twenty's CSV import interface with schema pre-deployed via the Settings Data Model panel, and we handle the dependency sequencing so parent records exist before child records are inserted.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Ortto object lands in Twenty CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Ortto
Person
Twenty CRM
Person
1:1Ortto People map directly to Twenty Person. Standard fields (first_name, last_name, email, phone, city, country, lifecycle_stage) map to Twenty's equivalent Person fields. We export all custom fields (up to 100 supported) and pre-create corresponding fields in Twenty's Settings Data Model before import. Ortto's lifecycle stage values migrate as a text field on Person for audit continuity. Email addresses serve as the primary dedupe key during CSV import.
Ortto
Account (Organization)
Twenty CRM
Company
1:1Ortto Accounts (formerly Organizations) map to Twenty Company. Each Account can link up to 3,000 People in Ortto; we resolve the Person-Company relationship during import by matching the Account ID stored on each Person record. Custom fields (up to 25) on Accounts migrate to custom fields on Twenty Company. Company domain becomes the website field and is used as a secondary dedupe key.
Ortto
Activity
Twenty CRM
Task or Note
1:manyOrtto Activities represent behavioral events (email opens, form submissions, page views, custom events). We split by type: marketing events (opens, clicks) migrate as Note records linked to the Person; operational events (calls, meetings, custom trackable actions) migrate as Task records with the original timestamp preserved as ActivityDate. The Activity API returns up to 100 per feed view — we paginate through the full history. This mapping preserves the activity timeline against the correct Person record using WhoId resolution.
Ortto
Tag
Twenty CRM
Tag
1:1Tags are first-class objects in Ortto's API and export as a per-Person tag list. We export all tag assignments, normalize them, and create corresponding Tag records in Twenty. Tags applied to multiple objects (Person, Company, Activity) require separate Tag relation records in Twenty. The original tag taxonomy (naming conventions, tag groups) is preserved to support post-migration segmentation.
Ortto
Audience
Twenty CRM
Tag or Filter
lossyOrtto Audiences are dynamic or static segments of People defined by filter rules. Twenty does not have a native Audience or Segment object. We convert audience definitions into Twenty Tags (for static segments) or documented filter criteria (for dynamic segments) that the customer's team can recreate as saved views in Twenty. The mapping notes include the original audience rule logic so the segment can be rebuilt manually.
Ortto
Campaign
Twenty CRM
Opportunity
lossyOrtto Campaigns (email, SMS, push) have no direct Twenty equivalent since Twenty lacks a native campaign management object. We map campaigns to Twenty Opportunity records using a naming convention that preserves the original campaign name, with campaign type stored as a custom picklist field. Campaign status (draft, active, completed) maps to Opportunity Stage. Campaign UTM parameters and source data migrate as custom fields on the Opportunity.
Ortto
Custom Field (People)
Twenty CRM
Custom Field (Person)
lossyUp to 100 custom fields per Person are fully migratable. We export field definitions (name, type, options) and create corresponding fields in Twenty's Settings Data Model before migrating values. Aggregate field types (a known Ortto API limitation) are flagged during discovery for manual post-migration recreation. Multi-select and date field types require type mapping to their Twenty equivalents.
Ortto
Custom Field (Account)
Twenty CRM
Custom Field (Company)
lossyUp to 25 custom fields per Account migrate to Twenty Company custom fields. Field type restrictions in Twenty may require type conversion (for example, multi-value selects stored as comma-separated text). We document any required transformations during discovery and apply them during the transform step before import.
Ortto
Capture Widget (Form)
Twenty CRM
Not migrated
1:1Capture widgets (forms and pop-ups) do not migrate. Ortto forms support up to 50 fields with visual styling configured in the UI layer. We export the field structure and mapping logic as a written inventory. The customer's team rebuilds forms using Twenty's built-in form fields or an external form tool (Typeform, Tally, or a custom form) and connects submissions via webhook to Twenty's API.
Ortto
Journey / Automation Flow
Twenty CRM
Not migrated
1:1Journey/automation definitions cannot be exported via API or CSV from Ortto. We capture screenshots and document the flow structure during discovery (trigger conditions, branches, delays, CRM actions) as a written inventory. Twenty's workflow builder provides a starting point for reconstruction, but the customer's team or a Twenty implementation specialist rebuilds the logic manually post-migration.
Ortto
Dashboard / Report
Twenty CRM
Not migrated
1:1Ortto dashboard configurations and cohort report definitions are not programmatically exportable. We document the dashboard structure, widget types, data sources, and filter definitions as a written inventory. Twenty's analytics views and charts are rebuilt by the customer's team in Settings.
Ortto
User Role
Twenty CRM
Workspace Member
1:1Ortto user role assignments and permission sets (available on Business and Enterprise tiers) are exported where available. Twenty uses a workspace-based permission model with Members and a limited role structure that is still maturing. We map Ortto role names to the nearest Twenty equivalent and flag any permissions that have no direct counterpart in Twenty so the customer's admin can configure access manually.
| Ortto | Twenty CRM | Compatibility | |
|---|---|---|---|
| Person | Person1:1 | Fully supported | |
| Account (Organization) | Company1:1 | Fully supported | |
| Activity | Task or Note1:many | Fully supported | |
| Tag | Tag1:1 | Fully supported | |
| Audience | Tag or Filterlossy | Fully supported | |
| Campaign | Opportunitylossy | Fully supported | |
| Custom Field (People) | Custom Field (Person)lossy | Fully supported | |
| Custom Field (Account) | Custom Field (Company)lossy | Fully supported | |
| Capture Widget (Form) | Not migrated1:1 | Fully supported | |
| Journey / Automation Flow | Not migrated1:1 | Fully supported | |
| Dashboard / Report | Not migrated1:1 | Fully supported | |
| User Role | Workspace Member1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Ortto gotchas
Autopilot to Ortto migration requires a fresh account and new billing
AutopilotJourneys had no annual or quarterly plans; Ortto is month-to-month
API rate limits vary significantly by plan tier
Custom field aggregate type is not supported in the API
Bad request rate limiter can temporarily ban your migration IP
Twenty CRM gotchas
Import order is enforced and critical
Export limited to 20,000 records and visible columns only
Soft-deleted records count toward uniqueness and trigger restores
API rate limits cap at 200 req/min on Organization tier
No native email sequences — follow-up cadences require external tools
Pair-specific challenges
Migration approach
Discovery and infrastructure readiness
We audit Ortto across plan tier, People count, Account count, custom field definitions, tag taxonomy, audience structures, campaign list, and activity volume per event type. We also confirm the Ortto API endpoint (AU, EU, or US) and current rate limit tier. We simultaneously assess the Twenty deployment readiness: whether a Twenty instance is already running, what hosting environment is in use, and whether the workspace has been initialized. The discovery output is a written migration scope that lists every object, field, and transformation rule, plus a list of pre-requisites for the Twenty infrastructure side.
Schema pre-configuration in Twenty
We create all custom fields in Twenty's Settings Data Model before any data import. This includes Person custom fields (mapped from Ortto People custom fields), Company custom fields (mapped from Ortto Account custom fields), Opportunity custom fields for campaign metadata, and any custom objects. Twenty requires fields to exist before CSV import creates records — importing against non-existent fields silently drops those values. This step also includes inviting all team members who appear as owners or assignees in Ortto so their User records exist before OwnerId lookups are resolved.
Export, transform, and validate from Ortto
We export People and Account data via the Ortto People and Organizations API endpoints, paginating through large result sets respecting the 10-30 req/sec rate limit with exponential backoff. Activity feeds are paginated at 100 records per request. We transform each record: mapping Ortto field names to Twenty field names, converting date formats, normalizing phone numbers, and splitting lifecycle stage values for audit continuity. A validation pass confirms that required Twenty fields are populated and that no orphaned foreign-key references remain before CSV generation begins.
Chunked CSV import into Twenty
We generate CSV files per object type (People, Companies, Opportunities, Tasks, Notes, Tags) respecting Twenty's file size and row limits. Import runs in dependency order: Companies first (no parent dependencies), then People (with CompanyId resolved), then Opportunities (with CompanyId and PersonId resolved), then Tasks and Notes (with WhoId resolved to Person). Tags are imported last with their relation records linking back to Person and Company. Each import batch emits a row-count reconciliation report confirming success before the next batch begins.
Post-import validation and reconciliation
We run a reconciliation pass comparing record counts and field population rates between the Ortto source and Twenty destination. We spot-check 25-50 records per object type for field-level accuracy, verify that Person-Company relationships are intact, confirm that activity timestamps match the original Ortto values, and validate that tag counts match per Person. Any mapping gaps are corrected in a follow-up delta import. We do not declare migration complete until the reconciliation report shows a match rate above 98 percent on primary fields.
Cutover, delta sync, and automation handoff
We freeze writes to Ortto during the cutover window, run a final delta export of any records modified since the initial extract, apply the delta to Twenty, and confirm the final state. We deliver the written inventory of Ortto journeys and dashboard configurations to the customer's team along with a rebuild guide for each. We support a one-week hypercare window to resolve post-migration reconciliation issues. We do not rebuild Ortto journeys as Twenty workflows as part of the migration scope; that is a separate configuration engagement.
Platform deep dives
Ortto
Source
Strengths
Weaknesses
Twenty CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 2 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Ortto and Twenty CRM.
Object compatibility
2 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Ortto: 10 req/sec (Professional), 30 req/sec (Business/Enterprise); 2000 req/10s and 6000 req/60s per IP; bad-request limiter triggers 15s IP ban after 15 bad requests in 15s.
Data volume sensitivity
Ortto doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during Ortto to Twenty CRM migration scoping. Not seeing yours? Book a call.
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