CRM migration

Migrate from SwiftCRM to Twenty CRM

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

SwiftCRM logo

SwiftCRM

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

80%

8 of 10

objects map 1:1 between SwiftCRM and Twenty CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from SwiftCRM to Twenty CRM is a migration from a small-team Apple-native CRM in public beta to an open-source, self-hostable CRM with a production-quality React interface and GraphQL API. SwiftCRM does not publish a public REST API, so we extract data via available CSV exports or direct database access, then validate the schema against a snapshot taken near migration day to handle any beta-stage field changes. We map SwiftCRM Contacts to Twenty People, Appointments to Events or Tasks, and preserve the client-record relationships throughout. E-documents migrate as file attachments to the corresponding People record. We do not migrate automations or notification rules; these require rebuilding in Twenty's workflow system post-migration. Custom fields audit and relationship mapping follow standard scoping before any records move.

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

SwiftCRM logo

SwiftCRM

What's pushing teams away

  • Performance and report depth lag behind competitors at similar price points, frustrating power users who need deeper analytics.
  • Active beta status means frequent changes to features and interface, creating friction for teams that need stability and predictability.
  • Limited integrations compared to established CRMs makes SwiftCRM difficult to fit into complex tech stacks that require third-party connectivity.

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 SwiftCRM objects map to Twenty CRM

Each row shows how a SwiftCRM 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.

SwiftCRM

Contact

maps to

Twenty CRM

People

1:1
Fully supported

SwiftCRM Contact records map directly to Twenty People. Name fields (first name, last name), phone, email, address, and any Face ID-protected custom properties migrate as standard People fields or custom fields pre-created in Twenty Settings → Data Model. Relationship metadata from SwiftCRM's relationship tracking (family, business) migrates to custom contact properties or custom field types in Twenty's People object. We preserve the SwiftCRM contact identifier in a custom field swiftcrm_id__c for cross-system audit.

SwiftCRM

Company/Organization

maps to

Twenty CRM

Company

1:1
Fully supported

SwiftCRM stores organization context within Contacts rather than as a separate Company object. During scoping we assess whether the customer uses organizational groupings; if so, we split these into Twenty's Company records and link People via the workEmail domain or a manual organization field. If no formal company structure exists in SwiftCRM, People records are created without a Company link.

SwiftCRM

Appointment

maps to

Twenty CRM

Event or Task

1:1
Fully supported

SwiftCRM Appointments migrate to Twenty Event records when they represent scheduled calendar entries (with start and end timestamps). The client link preserves by resolving the SwiftCRM contact reference to the migrated Twenty People record via swiftcrm_id__c. Reminders and notification metadata from the Appointment migrate as custom fields or as Twenty Task records if the customer prefers task-based activity tracking.

SwiftCRM

Reminder

maps to

Twenty CRM

Task

1:1
Fully supported

SwiftCRM Reminders tied to specific clients or appointments map to Twenty Task records. Status, Priority, and due date migrate directly. The SwiftCRM notification context (reminder type, recurrence) is preserved in custom Task fields. Tasks without a matching People record in Twenty are held in a reconciliation queue during scoping.

SwiftCRM

Notification

maps to

Twenty CRM

Note

1:1
Fully supported

SwiftCRM notification history tied to client interactions migrates as Note records in Twenty, linked via ContentDocumentLink to the corresponding People record. Notification type, timestamp, and content body are stored in custom Note fields. We do not replicate the active notification delivery mechanism as Twenty does not have a native push notification system for CRM activity.

SwiftCRM

E-Doc

maps to

Twenty CRM

Attachment (ContentDocumentLink)

1:1
Fully supported

SwiftCRM e-documents attached to client records migrate as Twenty Attachments linked to the corresponding People record via ContentDocumentLink. We export the file binary and metadata, then attach to the target record during migration. File organization structure (folders, tags) from SwiftCRM's e-doc system is preserved as a custom text field on the Attachment record for navigation reference.

SwiftCRM

Relationship

maps to

Twenty CRM

Custom Field (People)

lossy
Fully supported

SwiftCRM relationship structures between contacts (family, business) map to custom multi-select or relation-type fields on Twenty's People object. We audit the relationship types during scoping, create matching custom fields in Twenty Settings → Data Model before migration, and populate with the related People record reference where Twenty's relationship field type supports it.

SwiftCRM

Custom Field

maps to

Twenty CRM

Custom Field (People, Company, or Opportunity)

lossy
Fully supported

SwiftCRM beta-tier custom fields migrate to equivalent Twenty custom fields. Field types map to Twenty field types (text, number, date, select, multi-select, relation). We audit available custom fields during scoping, create the corresponding fields in Twenty Settings → Data Model before any record import, and flag any fields that cannot be mapped due to type incompatibility for the customer admin to resolve.

SwiftCRM

User

maps to

Twenty CRM

WorkspaceMember

1:1
Fully supported

SwiftCRM user accounts and basic permissions map to Twenty WorkspaceMember records. We extract users by email address, invite them to the Twenty workspace during preparation, and wait for acceptance before migrating any records that carry an Owner or assignee reference. Users without an email in the destination workspace cannot have Owner lookups resolved and go to a provisioning queue.

SwiftCRM

Deal

maps to

Twenty CRM

Opportunity

1:1
Fully supported

If SwiftCRM contains deal or opportunity-like records (closed-won pipeline tracking), these map to Twenty Opportunity. Opportunity name, amount, stage, close date, and owner migrate as standard Opportunity fields. Stage values are mapped to Twenty Opportunity stage picklist values configured before migration. If SwiftCRM has no deal object, this mapping is omitted from the migration scope.

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.

SwiftCRM logo

SwiftCRM gotchas

High

No public API documentation requires manual or alternative export

Medium

Active beta status means schema may change during migration

Low

Pricing tiers are not publicly documented

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

  • SwiftCRM has no public API for programmatic extraction

    SwiftCRM does not publish a public REST API or documented export endpoints, which means programmatic data extraction must use available CSV export options, in-app data dump features, or direct database access where granted by the customer. We confirm export capability during scoping before committing to migration timelines. Any migration timeline estimate is provisional until we verify that a reliable extraction path exists from the customer's specific SwiftCRM account and beta version.

  • Beta-stage schema changes between scoping and cutover

    SwiftCRM is in active public beta. Field names, object structures, and feature availability may shift between the scoping session and the migration execution date. We freeze our schema mapping against a validation snapshot taken within 48 hours of migration day and re-validate the SwiftCRM field structure if more than 30 days elapse between scoping and cutover. Any schema changes discovered during re-validation may require mapping adjustments and affect the final timeline.

  • Custom fields must exist in Twenty before import

    Twenty's CSV import creates records, not fields. All custom fields must be pre-created in Settings → Data Model before any SwiftCRM custom field data can land. We create the destination custom fields during the Twenty workspace preparation phase, but any fields discovered during data audit after this phase require a separate field creation step before the import phase can resume. The customer admin must have workspace-level access to configure custom field types and relation fields.

  • Workflows, automations, and notification rules do not migrate

    SwiftCRM's appointment reminders and notification rules are platform-native automations that do not have a direct equivalent in Twenty CRM's workflow system. Twenty's workflow builder supports record-triggered and scheduled automations, but these require manual configuration post-migration. We deliver a written inventory of every SwiftCRM automation (reminders, notification triggers, appointment recurrence rules) with a Twenty workflow equivalent recommendation for the customer's admin to implement.

  • Owner lookups require provisioned users before record import

    Twenty resolves Owner references on People, Company, and Opportunity records to WorkspaceMember records. If the SwiftCRM user referenced on a contact or appointment has not been invited to and accepted the Twenty workspace invitation before record import begins, the Owner lookup fails silently and the record imports without an owner assignment. We require the customer to provision all active SwiftCRM users in Twenty and confirm acceptance before entering the record import phase.

Migration approach

Six steps for a successful SwiftCRM to Twenty CRM data migration

  1. Discovery and export capability assessment

    We audit the SwiftCRM account for record counts across all objects (Contacts, Appointments, Reminders, Notifications, E-Docs, Relationships, Custom Fields, Users), the SwiftCRM beta version, and the available export methods. We confirm whether CSV export, data dump, or database access is available from the customer's account. The discovery output is a written scope, a data quality assessment, and a confirmed export path with an estimated extraction timeline.

  2. SwiftCRM data extraction

    We extract data from SwiftCRM using the confirmed export path. For CSV exports we validate field completeness and flag any empty required fields. For direct database access we run targeted queries against the SwiftCRM data store with a read-only connection, preserving the schema at extraction time. We take a schema snapshot and cross-reference it against the scoping schema to identify any beta-stage field changes that require mapping adjustments before Twenty preparation begins.

  3. Twenty workspace preparation

    We set up the Twenty workspace before any record import. This includes creating all custom objects and custom fields in Settings → Data Model, inviting all SwiftCRM users as WorkspaceMembers and confirming acceptance, and configuring Opportunity stage picklist values if SwiftCRM contains deal records. The customer admin provides the Twenty workspace URL and admin credentials for this phase.

  4. Schema mapping and transformation

    We build the field-level mapping document mapping each SwiftCRM field to its Twenty equivalent. Relationship structures map to custom People properties or relation fields. Appointment timestamps, client links, and reminder metadata map to Event or Task fields. We apply deduplication logic for any duplicate Contact records identified during the audit. All transformations run as pre-import scripts against the extracted SwiftCRM data before it enters Twenty.

  5. Staged record migration and reconciliation

    We run migration in dependency order: WorkspaceMembers first (user provisioning validated), then People records with swiftcrm_id__c preserved for relationship resolution, then Events and Tasks for Appointments and Reminders, then Attachments for E-Docs, and finally Custom Fields. Each phase emits a row-count reconciliation report. The customer reviews a random sample of migrated records against the SwiftCRM source to confirm accuracy before cutover.

  6. Cutover, delta sync, and automation handoff

    We freeze SwiftCRM writes during cutover, run a final delta migration of any records modified during the migration window, and hand over Twenty as the system of record. We deliver the automation inventory document listing every SwiftCRM notification rule, reminder, and appointment recurrence with a recommended Twenty workflow configuration. We do not rebuild automations in Twenty as part of the standard migration scope.

Platform deep dives

Context on both ends of the pair

SwiftCRM logo

SwiftCRM

Source

Strengths

  • Native iOS and iPadOS optimization with Face ID protection for client data security.
  • Lightweight, fast interface purpose-built for small teams without enterprise overhead.
  • Appointment scheduling with reminders and notifications built into the client record.
  • Privacy-first positioning with local data protection mechanisms.
  • Positive feedback on customer support responsiveness during early adoption.

Weaknesses

  • Active public beta means limited production documentation and potential schema instability.
  • Performance and reporting depth lag behind established CRM competitors.
  • Restricted third-party integration ecosystem compared to HubSpot, Salesforce, or Pipedrive.
  • Pricing transparency is limited with no publicly documented tier structure at scale.
  • No publicly documented API means bulk data export requires alternative extraction methods.
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. 2 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 SwiftCRM and Twenty CRM.

  • Object compatibility

    B

    2 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

    SwiftCRM: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your SwiftCRM 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 SwiftCRM to Twenty CRM data migrations

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

Can't find your answer?

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Migrations under 5,000 Contacts with standard appointments and no custom objects land between two and four weeks. Migrations exceeding 15,000 records, involving custom fields, relationship mappings, or requiring schema re-validation due to SwiftCRM beta-stage changes, move to five to ten weeks. The primary variable is extraction complexity from SwiftCRM; if CSV export is available the timeline is shorter than if alternative extraction methods are required.

Adjacent paths

Related migrations to explore

Ready when you are

Move from SwiftCRM.
Land in Twenty CRM, intact.

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