CRM migration

Migrate from Apto to Twenty CRM

Field-level mapping, validation, and rollback between Apto and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.

Apto logo

Apto

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

100%

12 of 12

objects map 1:1 between Apto and Twenty CRM.

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Apto stores contacts, companies, deals, and activities in a relational model that maps directly to Twenty CRM's standard objects: People, Companies, Opportunities, Notes, and Tasks. The migration extracts Apto data via its export API, transforms field names and pick-list values to match Twenty's conventions, and loads via Twenty's REST and GraphQL API endpoints with a 100–200 calls-per-minute rate limit that shapes batch sizing. Custom properties in Apto become custom fields in Twenty's Data Model settings before the migration runs, since Twenty requires fields to exist before CSV import. We preserve original timestamps, owner email resolution against Twenty workspace members, and Opportunity stage history as custom datetime fields. Workflows, sequences, and automation logic do not migrate — we export Apto workflow definitions as a rebuild reference for your Twenty admin. The delta-pickup window captures any records modified during the cutover, and our audit log documents every operation for reconciliation. Before migration begins, we validate field-level mapping accuracy against a sample dataset, and we sequence imports to respect foreign key dependencies so Companies load before People, and People load before Opportunities.

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

Apto logo

Apto

What's pushing teams away

  • Teams outgrow Apto when they need advanced automation, multi-channel marketing, or deeper integrations beyond what the platform natively supports.
  • Brokers report frustration when custom reporting or advanced analytics are limited compared to enterprise CRM alternatives.
  • Some users cite the platform becoming slow or clunky as data volume grows over time, particularly with large contact databases.
  • A lack of native mobile-first features has driven real estate agents to mobile-optimized alternatives when working in the field.

Choosing

Twenty CRM logo

Twenty CRM

What's pulling them in

  • Top open-source CRM on GitHub with 40.6K stars, giving teams full source code access and infrastructure ownership without per-feature licensing surprises.
  • Free self-hosting under AGPL-3.0 means unlimited users and custom objects for the cost of cloud infrastructure alone, typically $20–100/month.
  • Pricing page explicitly mocks competitors for charging add-on fees for API access, webhooks, and workflows — transparency that resonates with RevOps teams burned by Salesforce.
  • Unlimited custom objects and fields with no price impact, letting teams shape the data model to their business rather than forcing business into rigid schemas.
  • Modern TypeScript/React/PostgreSQL stack means developer-led teams can extend, self-host, or integrate without fighting legacy architecture.

Object mapping

How Apto objects map to Twenty CRM

Each row shows how a Apto 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.

Apto

Person / Contact

maps to

Twenty CRM

People

1:1
Fully supported

Apto's Person records map to Twenty's People object. First name, last name, email, phone, and job title transfer as direct field mappings. Each Person's company association becomes the companyId relation pointing to the matching Company record in Twenty. We validate email format uniqueness and flag duplicate email addresses before migration to prevent data integrity issues in Twenty.

Apto

Organization / Account

maps to

Twenty CRM

Company

1:1
Fully supported

Apto's Organization object maps to Twenty's Companies object. Company name, domain, industry, employee count, and annual revenue translate directly. Parent-child company hierarchies in Apto map to the parentCompanyId relation in Twenty for multi-entity organizations. We validate that parent companies exist in Apto before mapping hierarchical relationships to avoid orphaned company records.

Apto

Deal / Opportunity

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Apto Deals map to Twenty Opportunities with deal name becoming opportunity name, deal amount mapping to amount, and close date becoming closeDate. Pipeline and stage values in Apto undergo value mapping to match Twenty's stage pick-list options. We validate stage name mappings against Twenty's available stage options and flag any non-matching stages for configuration before migration.

Apto

Pipeline Stage

maps to

Twenty CRM

Opportunity Stage

1:1
Fully supported

Apto pipeline stage names map one-to-one to Twenty Opportunity stage pick-list values. Stage probability and forecast category are re-applied in Twenty based on your specified stage configuration. Stage-entered timestamps migrate as custom datetime fields for historical reporting continuity. We document your Apto stage sequence and probability settings for reconfiguration in Twenty's pipeline settings.

Apto

Activity / Call / Email / Meeting

maps to

Twenty CRM

Task / Event

1:1
Fully supported

Apto's activity log entries — calls, emails, meetings, and notes — map to Twenty's Task object with Type set to 'Call', 'Email', or 'Meeting' respectively. Original timestamps, owners, and parent record links (personId, companyId, opportunityId) are preserved to maintain the activity timeline in Twenty.

Apto

Note

maps to

Twenty CRM

Note

1:1
Fully supported

Apto notes migrate as Twenty Notes attached to the relevant People, Company, or Opportunity record via the noteTargetId relation. Rich-text formatting in Apto notes is preserved where the format is compatible with Twenty's note rendering. We convert incompatible formatting to plain text to ensure readability, and we validate that all note-target relationships resolve correctly before migration completes.

Apto

Custom Object

maps to

Twenty CRM

Custom Object

1:1
Fully supported

Apto custom objects map one-to-one to Twenty custom objects. The custom object schema must be pre-created in Twenty Settings → Data Model before migration. Custom object associations using Apto's N:N relationship model need junction objects in Twenty. We create junction object schemas and define the many-to-many relationships during the schema preparation phase.

Apto

User / Owner

maps to

Twenty CRM

Workspace Member

1:1
Fully supported

Apto owner IDs are resolved by email match against Twenty workspace members. Unmatched owners are flagged before migration; their records can be assigned to a fallback Twenty user or imported without an owner assignment for later manual routing. We generate an owner resolution report listing all matched and unmatched owners with their Apto record counts for your review.

Apto

Attachment / File

maps to

Twenty CRM

File (re-upload)

1:1
Fully supported

Apto file attachments do not transfer via CSV export. We re-upload files to Twenty's storage layer via the API or manual re-upload, linking them to the parent record. This step adds to migration time for heavily-attached accounts. We provide a file inventory report listing each attachment with its parent record type and ID for manual re-upload tracking.

Apto

Workflow / Sequence / Automation

maps to

Twenty CRM

Not migrated

1:1
Fully supported

Apto workflows, sequences, and automation rules have no direct equivalent in Twenty's workflow builder and must be rebuilt. We export Apto workflow definitions as a structured JSON reference document to accelerate the Twenty rebuild. The export includes trigger conditions, action steps, time delays, and conditional branching logic from your Apto workflows.

Apto

Report / Dashboard

maps to

Twenty CRM

Not migrated

1:1
Fully supported

Apto reports and dashboards do not transfer. The underlying data in Opportunities, Notes, and Tasks migrates fully. Your Twenty admin rebuilds reports using Twenty's analytics views and custom dashboards. We document your Apto report configurations including filters, groupings, and chart types as a reference for the Twenty rebuild.

Apto

Role / Permission / Sharing Rule

maps to

Twenty CRM

Role / Permission (re-configured)

1:1
Fully supported

Apto role-based access controls and sharing rules do not migrate. Twenty's role and permission system uses different primitives. We document your Apto permission structure including role definitions, permission sets, and sharing rule configurations as a reference for your Twenty admin to reconfigure the access control setup.

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.

Apto logo

Apto gotchas

High

No documented public API for automated export

Medium

Custom fields require manual discovery

Medium

Pipeline stage names are brokerage-specific

Low

Attachment files are not included in standard exports

Twenty CRM logo

Twenty CRM gotchas

High

Import order is enforced and critical

High

Export limited to 20,000 records and visible columns only

Medium

Soft-deleted records count toward uniqueness and trigger restores

Medium

API rate limits cap at 200 req/min on Organization tier

Low

No native email sequences — follow-up cadences require external tools

Pair-specific challenges

  • Fields must exist before import — migration fails without pre-created custom fields

    Twenty's CSV import creates records, not fields. If Apto uses custom properties, those field definitions must be pre-created in Twenty Settings → Data Model before the migration runs. Apto custom properties named 'Tier', 'Lead Source', or 'Renewal Date' need matching custom fields in Twenty's data model with the correct field type (select, text, date, number) before the import batch starts. We deliver a field-creation checklist as part of the pre-migration plan so Twenty is schema-ready before data lands.

  • API rate limits shape batch sizing and migration clock time

    Twenty's REST and GraphQL APIs enforce 100 calls per minute on Pro and 200 calls per minute on Organization tier. A 50,000-record migration with 25 fields each generates roughly 50,000–100,000 API calls depending on relationship resolution. At 100 calls/minute, that translates to 16–28 hours of pure API time, plus transformation and validation overhead. We batch records, parallelize where Twenty's concurrency allows, and throttle to avoid 429 errors that would roll back an in-flight migration.

  • Multi-object associations require correct import sequence to resolve foreign keys

    Twenty's import wizard requires the 'one' side of a relationship to exist before the 'many' side can reference it. Companies must import before People (via companyId), and People must import before Opportunities (via personId on Opportunity contact roles). Importing out of sequence orphans relationships — a Person record without a companyId becomes a standalone record, and an Opportunity without a valid personId fails validation in Twenty's strict mode. We sequence the migration as Companies → People → Opportunities → Custom Objects.

  • File attachments do not export from Apto via CSV — re-upload is a manual step

    Apto file attachments stored on Person, Company, or Deal records do not appear in CSV exports. Twenty's import wizard has no bulk attachment upload path. Files attached to Apto records must be downloaded from Apto and re-uploaded manually or via a separate file-migration script using Twenty's GraphQL file upload endpoint. For accounts with hundreds of attachments, this step adds 2–5 hours of manual work that falls outside the standard migration scope.

  • Workflows and sequences cannot migrate — rebuild is required in Twenty's workflow builder or via SDK

    Apto's automation rules, sequences with time delays and conditional branching, and workflow triggers have no equivalent construct in Twenty's workflow builder. Twenty's workflow system supports basic triggers and actions but lacks native multi-step sequencing with conditional logic paths. Teams migrating from Apto must rebuild automation logic in Twenty's workflow builder, through third-party integrations like Zapier or n8n, or via the custom SDK that Twenty released in v2.0. We export Apto workflow definitions as a JSON reference document to accelerate this rebuild.

Migration approach

Six steps for a successful Apto to Twenty CRM data migration

  1. Audit Apto data model and export readiness

    We pull a full export of Apto's data via the platform export tool — People, Organizations, Deals, Activities, and any custom objects. We audit field types, pick-list values, and null rates to identify transformation requirements. Any custom properties flagged during the audit require Twenty custom field creation before the migration plan is finalized. During the audit, we also document the relationships between objects, identify any circular references in company hierarchies, and assess data quality issues such as missing required fields or invalid email formats that may need remediation before migration.

  2. Pre-create Twenty custom fields and workspace configuration

    Based on the Apto data audit, we create all required custom fields in Twenty Settings → Data Model. This includes custom fields for Apto properties that have no direct Twenty equivalent, custom pick-list options for stage values, and custom datetime fields for original timestamps. We also invite and verify all workspace members so owner email resolution works during the migration run.

  3. Resolve owners and validate relationship integrity

    Apto owner IDs are matched against Twenty workspace member email addresses. Unmatched owners are flagged with a resolution report — either invite them to Twenty first or assign a fallback owner. We validate that all Apto records have at least one valid owner assignment before migration begins. Any circular or orphan references in Apto's company hierarchies are flagged for manual resolution.

  4. Run sample migration with field-level diff

    A representative slice of 100–500 records (spanning People, Companies, Opportunities, and Activities) migrates first. We generate a field-level diff between the Apto source values and the Twenty destination values so you can verify field mapping correctness, pick-list value mapping, timestamp preservation, and owner resolution before the full run commits. The diff report highlights any discrepancies in field values, missing required fields in Twenty, or mapping errors that require adjustment to the field mapping configuration before proceeding to the full migration batch.

  5. Execute full migration with delta-pickup window

    The full migration batch runs against Twenty's API using sequenced imports: Companies first, then People, then Opportunities, then custom objects and Activities. A delta-pickup window of 24–48 hours captures any records created or modified in Apto during the cutover. Our audit log documents every record created, updated, or skipped, and one-click rollback is available if reconciliation fails. We monitor API response times and error rates throughout the batch run, and we perform post-migration validation against the Apto source record counts to confirm data integrity before your team goes live in Twenty.

Platform deep dives

Context on both ends of the pair

Apto logo

Apto

Source

Strengths

  • Straightforward contact and deal management designed for real estate workflows
  • Quick load times and responsive interface even with large record volumes
  • Clear pipeline visualization for tracking deals from lead to close
  • Low barrier to entry for small real estate teams and individual agents
  • Effective data storage and retrieval for high-volume real estate practices

Weaknesses

  • Limited advanced automation compared to enterprise CRM platforms
  • Reporting and analytics features are basic and may require third-party tools
  • Customization options are narrower than broader CRM solutions
  • No published public API documentation found in our research, limiting programmatic export options
  • Mobile experience may lag behind field-first alternatives for on-the-go agents
Twenty CRM logo

Twenty CRM

Destination

Strengths

  • AGPL-3.0 open-source license with full source code on GitHub — no vendor lock-in, no sunset risk.
  • Unlimited users and unlimited custom objects on self-hosted, with no feature gating based on headcount.
  • REST and GraphQL APIs available on all paid tiers, not locked behind an enterprise add-on fee.
  • MCP server and webhooks shipped as standard features, not premium upgrades.
  • Modern PostgreSQL-backed data model that developer teams can query, extend, and self-host.

Weaknesses

  • Recent v1.0 release means limited production hardening compared to CRMs with multi-year operational track records.
  • No native email sequencing or sales engagement tools — follow-up cadences require a separate platform.
  • No native two-way email sync or inbox integration, requiring third-party connectors for full activity logging.
  • Self-hosting 'free' pricing hides real infrastructure and DevOps costs that stack up over time.
  • Workflow automation is functional but lacks the complexity needed for sophisticated multi-step sales motions.

Complexity grading

How hard is this migration?

Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Apto and Twenty CRM.

  • Object compatibility

    B

    3 of 8 objects need a mapping; the rest are 1:1.

  • 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

    Apto: Inherited from the Salesforce org's API limits (e.g., 15,000 calls/24h for Enterprise; varies by Salesforce edition)..

  • Data volume sensitivity

    A

    Apto exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Apto to Twenty CRM 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 Apto to Twenty CRM data migrations

Answers to the questions buyers ask most during Apto to Twenty CRM migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Book a free 30 minute consultation

Small Apto to Twenty migrations with under 50,000 records complete in 48–72 hours of clock time. The planning and schema-setup phase typically adds 3–5 days before migration begins. Larger setups with 100,000+ records, multiple custom objects, or heavy attachment counts extend to 5–10 days. The longest variable is pre-creating custom fields in Twenty's Data Model settings — that step must complete before any import batch runs.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Apto.
Land in Twenty CRM, intact.

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