CRM migration

Migrate from Clarify CRM to Twenty CRM

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

Clarify CRM logo

Clarify CRM

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

73%

8 of 11

objects map 1:1 between Clarify CRM and Twenty CRM.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Clarify CRM to Twenty CRM exchanges an AI-autonomous platform with credit-based consumption for a transparent open-source CRM with full data ownership. Clarify's core objects (Contacts, Companies, Deals, Pipeline Stages) map directly to Twenty equivalents, but AI-generated meeting summaries, autonomous field updates, and Clarify's tag taxonomy require transformation decisions before import. Twenty's current import model requires pre-created custom fields in Settings → Data Model before CSV or API-based record imports; we handle this schema-first approach and flag any Clarify fields without Twenty equivalents during scoping. Workflows, automations, and credit-consumption rules do not migrate because they are architectural features specific to Clarify's autonomous engine; we deliver a written inventory for the customer's admin to rebuild using Twenty's native tools or an external automation layer.

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

Clarify CRM logo

Clarify CRM

What's pushing teams away

  • AI still requires correction — it frequently populates company details with incorrect information that teams must manually override.
  • Limited native integrations today mean teams using specific tools must rebuild connections or abandon existing stacks entirely.
  • Advanced analytics and complex automation capabilities lag behind established CRMs like Salesforce and HubSpot, frustrating ops teams.
  • Rigid, custom workflows that change frequently are difficult to maintain in Clarify's opinionated autonomous framework.

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 Clarify CRM objects map to Twenty CRM

Each row shows how a Clarify CRM 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.

Clarify CRM

Contact

maps to

Twenty CRM

Person

1:1
Fully supported

Clarify Contact records map to Twenty Person records. The Person object in Twenty covers individual contacts with name, email, phone, and job title fields. We preserve AI-enriched properties (autonomous field updates from Clarify's agents) as standard text fields in Twenty, but flag any AI-generated content for customer review since Twenty has no autonomous field engine to interpret or continue populating those properties.

Clarify CRM

Company

maps to

Twenty CRM

Company

1:1
Fully supported

Clarify Company records map directly to Twenty Company records. Domain-based enrichment from Clarify transfers to Twenty's Website and domain fields. We validate domain normalization during the transform phase since Clarify sometimes stores domain variants (with/without www, http/https) differently than Twenty expects.

Clarify CRM

Deal

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Clarify Deal records map to Twenty Opportunity. Deal value, stage, close date, and custom properties transfer directly. Clarify's autonomous agents may have updated deal fields automatically; we preserve those values but note them as manually-entered in Twenty since Twenty's Opportunity records do not receive autonomous updates.

Clarify CRM

Pipeline Stage

maps to

Twenty CRM

Pipeline Stage

lossy
Fully supported

Clarify's configurable pipeline stages map 1:1 to Twenty Pipeline Stages. We capture the full stage sequence and any custom stage names, creating equivalent stages in Twenty before Deal import. Stage probability values from Clarify transfer to Twenty's stage configuration.

Clarify CRM

Activity (Calls)

maps to

Twenty CRM

Task

1:1
Fully supported

Clarify call activities map to Twenty Task records with task type distinguished via a custom field or tag. Call duration, disposition, and outcome from Clarify transfer to Twenty custom fields on the Task. Parent record (Person or Company) links resolve via email or name matching.

Clarify CRM

Activity (Emails)

maps to

Twenty CRM

Task

1:1
Fully supported

Clarify email activities map to Twenty Task records. Email subject and body content transfer to the Task description field. We flag emails that were generated or enriched by Clarify AI for customer review since the AI context does not carry forward in Twenty.

Clarify CRM

Activity (Meetings)

maps to

Twenty CRM

Event

1:1
Fully supported

Clarify meeting activities map to Twenty Event records. Meeting title, date, duration, and attendee list transfer. Location and meeting notes transfer to Twenty Event fields. We create Person records for attendees that do not yet exist in Twenty.

Clarify CRM

Activity (Notes)

maps to

Twenty CRM

Note

1:1
Fully supported

Clarify notes map to Twenty Note records. Note body content and timestamps transfer directly. Notes are linked to the parent Person, Company, or Opportunity via Twenty's attachment model.

Clarify CRM

AI-Generated Meeting Summary

maps to

Twenty CRM

Note (attachment)

1:1
Fully supported

Clarify's AI-generated meeting summaries are stored as enriched note content attached to activity records, not as structured fields. We export these summaries as Note records in Twenty and flag them during delivery so the customer knows which records contain AI-generated content that requires review. Twenty has no native AI summary field; the content is preserved as plain text.

Clarify CRM

Tag

maps to

Twenty CRM

Tag

lossy
Fully supported

Clarify tag-based labeling for records and deals maps to Twenty's Tag system. We preserve tag assignments during migration and map them to Twenty's equivalent tagging structure. Customers choose during scoping whether to migrate tags as native Twenty tags or as a custom multi-select field.

Clarify CRM

Custom Field (standard objects)

maps to

Twenty CRM

Custom Field

lossy
Fully supported

Clarify custom fields on Contacts, Companies, and Deals map to Twenty custom fields. We pre-create all custom field definitions in Twenty Settings → Data Model before importing records, matching Clarify field types (text, number, date, currency, select) to the appropriate Twenty field types. Fields that have no Twenty equivalent are flagged in the scoping report.

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.

Clarify CRM logo

Clarify CRM gotchas

High

Credit-based billing requires usage audit before migration

Medium

15 req/s API rate limit applies universally

Medium

AI summaries export as linked notes, not structured records

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

  • Twenty requires pre-created custom fields before record import

    Twenty's current import model (as of 2026) requires all custom fields to exist in Settings → Data Model before any CSV or API record import. Unlike platforms with inline field creation during import, Twenty enforces a schema-first approach. We pre-create every Clarify custom field definition in Twenty during the setup phase, matching field types and picklist values, before any data moves. Migrations that skip this step result in import errors or dropped field values.

  • AI-generated meeting summaries require transformation decisions

    Clarify's AI agents generate meeting summaries stored as enriched note content attached to activity records. These are not first-class structured objects in Clarify and have no direct equivalent in Twenty. We export them as Note records and flag them for customer review. The customer decides whether to preserve all summaries, strip AI-generated content selectively, or treat them as requires-review records in Twenty. We cannot carry forward Clarify's autonomous enrichment behavior because Twenty has no equivalent AI engine.

  • Clarify credit consumption patterns have no Twenty analog

    Clarify's credit-based billing tracks which records consumed premium AI actions (field updates, summaries, enrichments). This metadata is Clarify-specific and has no equivalent in Twenty's open-source model. We do not migrate credit consumption history. If the customer needs audit trail of AI-generated content by record, we can export a supplemental credit-action log as a CSV alongside the standard migration, but Twenty will not interpret or display this data natively.

  • Clarify's 15 req/s API rate limit requires batch chunking

    Clarify enforces a flat 15 requests per second rate limit across all plans with no published per-tier differences. We chunk exports into sub-15-rps batches and implement exponential backoff retry logic to stay within the limit. For large datasets, we split export jobs across multiple scheduling windows to prevent throttling stalls that extend the migration timeline.

  • Workflows and autonomous rules do not migrate

    Clarify's autonomous pipeline rules, AI-driven deal context updates, and stale-deal surfacing are architectural features of Clarify's AI engine. Twenty has a different automation model based on workflow triggers, external integrations, or third-party automation tools (n8n, Make). We do not migrate autonomous rules as code. We deliver a written inventory of every active Clarify automation with its trigger logic and recommended Twenty equivalent approach, but the customer's admin rebuilds them post-migration.

Migration approach

Six steps for a successful Clarify CRM to Twenty CRM data migration

  1. Discovery and scoping

    We audit Clarify CRM across record counts (Contacts, Companies, Deals, Activities), custom field definitions, pipeline stage count, active tag taxonomy, AI-enriched field usage, and credit consumption history. We pair this with a Twenty workspace audit to identify existing objects and fields. The discovery output is a written migration scope that lists every Clarify object and field, its Twenty target, any fields without an equivalent, and the customer's decisions on AI-summary treatment and tag strategy.

  2. Twenty data model pre-creation

    We create all custom fields in Twenty Settings → Data Model before any record import begins. This includes custom fields on Person (Contact equivalent), Company, and Opportunity objects, matching Clarify field types to their Twenty equivalents. Stage names, picklist values, and pipeline configuration are created in Twenty before Deals are imported. If Clarify fields have no Twenty equivalent, we flag them in the scoping report for the customer's decision (drop, map to text, or defer).

  3. Schema validation in Twenty test environment

    We run a partial migration into a Twenty test environment (or shadow production) using a representative sample of records. The customer's admin validates field mappings, confirms that stage names match business expectations, and spot-checks 20-30 records against the Clarify source. Schema corrections happen here, not in production. This step also validates that the customer's Twenty permissions allow the migration user to create records in all required objects.

  4. Clarify export with rate-limit handling

    We extract data from Clarify using its API with 15 req/s chunking and exponential backoff. We export Contacts, Companies, Deals, and Activity records in dependency order: Companies first (for Person-Company linking), then Persons, then Opportunities, then Activities. AI-generated meeting summaries are extracted as a separate feed and flagged in the output manifest. We generate a record-count reconciliation report against Clarify's own record counts before transforming data.

  5. Transform and load into Twenty

    We apply the field mapping, transform AI-enriched values (flagged as requires-review), resolve Person-Company relationships, and load records into Twenty via its API or CSV import. Activities (Tasks, Events, Notes) are loaded last with parent-record Lookups resolved at migration time. Each batch emits a load report showing success, warning, and error counts. Errors are investigated and corrected before the next batch begins.

  6. Cutover, validation, and workflow handoff

    We freeze Clarify writes during cutover, run a final delta migration of records modified during the migration window, then hand off Twenty as the system of record. We deliver the automation inventory document listing every Clarify autonomous rule requiring rebuild in Twenty (or via n8n, Make, or another external automation tool). We support a 48-hour hypercare window for reconciliation issues. We do not rebuild Clarify workflows in Twenty inside the migration scope; that is a separate engagement or internal admin task.

Platform deep dives

Context on both ends of the pair

Clarify CRM logo

Clarify CRM

Source

Strengths

  • Autonomous field population reduces CRM decay without requiring manual data entry workflows.
  • Credit-based usage pricing decouples cost from team headcount for predictable budgeting.
  • AI-powered deal context and stale-deal surfacing provide immediate sales intelligence out of the box.
  • Distraction-free interface with no unnecessary clicks appeals to founder-led sales teams.
  • Self-configuring pipeline setup requires no technical expertise or implementation consultant.

Weaknesses

  • Limited native integrations with third-party tools forces teams to rebuild existing stack connections.
  • AI accuracy issues require ongoing manual correction of incorrectly populated company details.
  • Advanced analytics and reporting lag behind established CRM platforms like Salesforce and HubSpot.
  • Complex custom workflows are difficult to maintain within Clarify's opinionated autonomous framework.
  • Still maturing product — fewer third-party resources, community answers, and certified partners than incumbents.
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 Clarify CRM 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

    Clarify CRM: 15 requests per second (universal, all plans).

  • Data volume sensitivity

    B

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

Estimator

Estimate your Clarify CRM 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 Clarify CRM to Twenty CRM data migrations

Answers to the questions buyers ask most during Clarify CRM 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

Most migrations land between three and five weeks for accounts under 10,000 Contacts and 2,000 Deals with no custom objects. Migrations with custom objects, large activity histories (over 200,000 records), AI-summary preservation decisions, or multi-pipeline structures move to seven to eleven weeks because of Twenty's schema-first import requirement, parent-record resolution, and the transformation work needed for Clarify's credit-enriched fields.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Clarify CRM.
Land in Twenty CRM, 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