CRM migration

Migrate from ELAINE to Twenty CRM

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

ELAINE logo

ELAINE

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

60%

6 of 10

objects map 1:1 between ELAINE and Twenty CRM.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from ELAINE to Twenty CRM is a platform-category shift from email marketing automation to sales CRM. ELAINE's Contact records, Target Group memberships, and campaign metadata do not have direct Twenty equivalents, so we design the mapping during scoping to handle Contact as the primary record type, Target Groups as tags or multi-select picklist values, and campaign metadata as custom fields on the Person object. We discover what ELAINE export endpoints are accessible per-customer instance before committing to a timeline, because ELAINE does not publish public API documentation. Mail Sequences and A/B Tests do not migrate as automation; we extract each step and deliver a written sequence inventory for the customer to rebuild in Twenty or a dedicated sequencing tool. Twenty's open-source model and self-hosted option offer substantial cost reduction compared to ELAINE's opaque tiered pricing, which is a recurring driver for this 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

ELAINE logo

ELAINE

What's pushing teams away

  • The breadth of modules and configuration options creates comprehensibility challenges—discovering and correctly applying features to specific use cases requires significant time investment.
  • Integration with messaging channels beyond email is limited and was described as difficult to implement in user reviews, constraining cross-channel marketing workflows.
  • Some users report feature limitations compared to expectations, particularly around flexibility in certain automation scenarios.

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 ELAINE objects map to Twenty CRM

Each row shows how a ELAINE 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.

ELAINE

Contact

maps to

Twenty CRM

Person

1:1
Fully supported

ELAINE Contacts migrate to Twenty Person records. Standard properties (name, email, phone) map directly; custom contact properties map to custom fields on the Person object. We run schema discovery during scoping to confirm all accessible Contact fields per-customer instance, because ELAINE does not publish public API documentation. GDPR enrichment data added via API migrates as custom fields. Person is the core record in Twenty; it is created first so that any related records (Activities, Notes) can resolve the parent lookup.

ELAINE

Target Group

maps to

Twenty CRM

Tag or Multi-Select Picklist

1:many
Fully supported

ELAINE Target Groups are segmentation units with optional nested hierarchies. We map group memberships to Twenty Tags on the Person record. For complex multi-level hierarchies, we flatten the tree into a tag namespace (e.g., Region/Global/EMEA becomes three tags or a dot-notation tag). The customer chooses during scoping whether to use Tags or a custom multi-select picklist field for their segment vocabulary. Group names with special characters are normalized to alphanumeric tag format.

ELAINE

Email Campaign

maps to

Twenty CRM

Custom fields on Person + Note

1:many
Fully supported

Individual email campaigns (newsletters, transactional sends) from ELAINE do not have a native equivalent in Twenty CRM, which is designed for sales activity tracking rather than campaign execution. We migrate campaign metadata as custom fields on the Person record: last_campaign_name, last_send_date, total_sends, and open_rate. Full campaign content (HTML body, subject line history) migrates as Note records attached to the Person. This preserves the reference data without creating orphan campaign objects.

ELAINE

Mail Sequence

maps to

Twenty CRM

Written inventory only

lossy
Fully supported

ELAINE Mail Sequences with multi-step triggers, delays, and conditional branches are automation logic, not data. We extract the sequence structure (steps, triggers, delays, content variations) and deliver it as a written sequence inventory document for the customer's admin to rebuild in Twenty or a dedicated sequencing tool. Twenty CRM does not have a native multi-step automation sequence engine; this is a design difference between the platforms that no migration tooling can bridge.

ELAINE

A/B Test

maps to

Twenty CRM

Written inventory only

lossy
Fully supported

ELAINE A/B test configurations (subject line variants, content variants, send-time variants) are extracted and documented as a written inventory. Twenty does not have a native A/B testing module for CRM records. We document the test name, variants, winner criteria, and sample size from ELAINE so that the customer's marketing team can recreate equivalent tests in their email sending tool post-migration.

ELAINE

Custom Fields

maps to

Twenty CRM

Custom Fields on Person, Company, Opportunity

1:1
Mapping required

User-created custom fields on ELAINE Contacts and Target Groups require field-level mapping to Twenty custom fields. We audit the full custom field schema during discovery, document each field type (text, choice, date, calculated), and flag any that lack a direct Twenty equivalent. Calculated fields from ELAINE do not migrate as live formulas; we preserve the last-calculated value in a static custom field and recommend rebuilding the calculation logic in Twenty's formula fields post-migration.

ELAINE

Attachment

maps to

Twenty CRM

Attachment/File

1:1
Fully supported

Files attached to ELAINE campaigns or contact records are downloaded during extraction and re-uploaded to Twenty as attachments linked to the corresponding Person or Company record. File names and the linked record relationship are preserved. We do not migrate attachment versions if the same file was updated multiple times in ELAINE; the most recent version is carried forward.

ELAINE

Company

maps to

Twenty CRM

Company

1:1
Fully supported

If the customer's ELAINE instance includes company-level records (e.g., account contacts with organization metadata), these migrate to Twenty Company records. Company name, website, and address fields map directly. Industry and employee count may need to be created as custom picklist or number fields in Twenty since standard fields for these are not present out of the box (GitHub Issue #13953). We flag this during schema design.

ELAINE

Owner

maps to

Twenty CRM

User

1:1
Fully supported

ELAINE Owners (users who created or were assigned to records) map to Twenty User accounts by email match. Any Owner without a matching Twenty User goes to a reconciliation queue for the customer's admin to provision the User before record import proceeds. Inactive Owners migrate with an inactive flag so that historical assignment data is preserved without activating phantom users in Twenty.

ELAINE

Engagement: Email / Call / Meeting / Task

maps to

Twenty CRM

Task, Event, Note

1:1
Fully supported

ELAINE engagement records (email sends, call logs, meeting records, tasks) migrate to Twenty Task and Event records linked to the corresponding Person. Email content becomes a Note attached to the Person. Call duration and disposition migrate as custom fields on the Task record. Activity timestamps are preserved so that the Person's activity timeline reflects the historical record from ELAINE. We extract engagement data during scoping to confirm volume before committing to a timeline.

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.

ELAINE logo

ELAINE gotchas

High

No publicly documented API export endpoints

Medium

Automation sequence logic requires manual reconstruction at destination

Medium

Target Group hierarchies may not map 1:1

Low

Custom field types have destination-specific mapping constraints

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

  • ELAINE has no publicly documented API export endpoints

    ELAINE does not publish public API documentation in standard developer reference sources. We rely on documented user workflows and indirect API mentions in reviews to identify export capabilities. We perform schema discovery during scoping to confirm what endpoints are accessible per-customer before committing to a migration timeline. This discovery phase adds time compared to migrations from platforms with published APIs. If no export access is available, we work with the customer to identify manual export options or data extraction through supported ELAINE workflows.

  • Twenty requires manual standard field creation before import

    Twenty ships with minimal standard fields on Person and Company objects. GitHub Issue #13953 documents that new users must spend 30-60 minutes creating basic fields (job title, department, industry, phone type support) before the CRM is usable. When migrating from ELAINE's richer standard contact schema, this gap means we cannot auto-map most contact properties. We create the required custom fields in Twenty during the schema design phase before any data import begins, so that the import mapping is complete and records land without orphan custom field values.

  • Mail Sequences and A/B Tests do not migrate as automation

    ELAINE's multi-step mail sequences and A/B test configurations are automation logic stored in the platform's workflow engine. Twenty CRM does not have a native equivalent for multi-step email sequences or CRM-native A/B testing. We extract the sequence structure and test configurations as a written inventory document listing each step, trigger, delay, and content variant. The customer's admin rebuilds these in their chosen sequencing tool (e.g., a dedicated sales engagement platform) post-migration. We do not rebuild sequences as code in Twenty.

  • Target Group hierarchies collapse to flat tag namespaces

    ELAINE Target Groups support nested hierarchy structures for subscriber segmentation. Twenty's tag model is flat. We preserve group membership as tags on the Person record, but multi-level hierarchies require flattening into dot-notation tags (e.g., region.country.market_segment) or multi-select picklist values. Complex hierarchies with conditional branching do not map 1:1. We document the full group tree during discovery and present the flattened tag structure to the customer for approval before import.

  • Custom field type conversion may alter calculated field behavior

    Custom fields in ELAINE include types such as text, choices, dates, and calculated fields. Calculated fields in ELAINE store computed values; we migrate the last-calculated value as a static custom field in Twenty. The calculation logic does not carry over. We document all custom field types during discovery, flag any calculated fields, and recommend rebuilding the formula in Twenty's formula field type post-migration. Text and choice fields map directly to their Twenty equivalents.

Migration approach

Six steps for a successful ELAINE to Twenty CRM data migration

  1. Discovery and API accessibility confirmation

    We audit the customer's ELAINE instance to identify accessible export endpoints. Because ELAINE does not publish public API documentation, we use documented user workflows and endpoint probes to map the available export surface. We extract record counts across Contacts, Target Groups, campaigns, custom fields, attachments, and engagement history. We also confirm the customer's intended Twenty deployment (self-hosted or cloud) because self-hosted instances may require additional network configuration for migration tooling access. The discovery output is a written scope document confirming what can and cannot be migrated programmatically.

  2. Schema design for Twenty

    We design the destination schema in Twenty before any data import. This includes creating standard-equivalent custom fields on Person and Company (job title, department, industry, phone type support, etc.) to fill the gaps identified in GitHub Issue #13953. We create custom fields for campaign metadata, define the tag vocabulary for Target Group migration, and set up any required picklist values. The schema is validated in Twenty's UI to confirm fields render correctly before records are loaded.

  3. Sandbox migration and reconciliation

    We run a full migration into a Twenty sandbox environment (or a staging instance for self-hosted deployments) using production-like data volume. The customer reconciles record counts, spot-checks 25-50 random records against the ELAINE source, and validates that tags, custom fields, and activity timelines are complete. Any mapping corrections are documented and validated here. The customer signs off the sandbox migration before production migration begins.

  4. Target Group hierarchy flattening and tag creation

    We process the ELAINE Target Group hierarchy during this dedicated step. Multi-level group trees are flattened into Twenty's tag format. We generate the tag vocabulary file, import tags to Twenty, and verify that tag counts match group membership counts from ELAINE. Group names with special characters are normalized. This step is isolated because the tag vocabulary is referenced by the Contact import in the next phase.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Person records (with custom fields and tag assignments), Company records, Activity history (Tasks, Events, Notes via Twenty REST API with rate-limit handling and batch chunking), and Attachments. Each phase emits a row-count reconciliation report. We freeze ELAINE writes during cutover, run a final delta migration of any records modified during the migration window, then confirm cutover completion.

  6. Cutover, validation, and automation rebuild handoff

    We validate the production migration with a final reconciliation pass comparing total record counts and sampling record completeness against the ELAINE source. We deliver the Mail Sequence and A/B Test inventory document to the customer's admin team. We support a one-week hypercare window for reconciliation issues. We do not rebuild ELAINE sequences as automation in Twenty; that work is documented for the customer's admin or a separate engagement.

Platform deep dives

Context on both ends of the pair

ELAINE logo

ELAINE

Source

Strengths

  • Drag-and-drop automation builder for multi-step email sequences with configurable triggers and delays.
  • Native contact list management with integrated target group segmentation for subscriber organization.
  • GDPR-compliant subscriber data enrichment via API for compliant targeting.
  • Support for both bulk newsletters and transactional single-send emails within the same platform.
  • A/B testing built into the campaign workflow for subject lines, content, and send times.

Weaknesses

  • Non-email messaging channel integration is limited and difficult to configure per user reviews.
  • Platform complexity creates a steep learning curve and comprehensibility challenges for new users.
  • No publicly documented API rate limits or bulk export procedures found in available documentation.
  • Limited transparency in pricing tiers and plan-specific feature restrictions.
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 ELAINE 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

    ELAINE: Not publicly documented..

  • Data volume sensitivity

    A

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

Estimator

Estimate your ELAINE 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 ELAINE to Twenty CRM data migrations

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

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Most migrations land between three and five weeks for accounts under 5,000 Contacts with straightforward custom field schemas and no engagement history migration. Migrations with complex Target Group hierarchies, large campaign data sets, engagement histories, or self-hosted Twenty instances that require network configuration move to seven to ten weeks. The discovery phase to confirm ELAINE export accessibility adds time compared to platforms with documented APIs.

Adjacent paths

Related migrations to explore

Ready when you are

Move from ELAINE.
Land in Twenty CRM, intact.

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