CRM migration

Migrate from CallPro CRM to Twenty CRM

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

CallPro CRM logo

CallPro CRM

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

67%

8 of 12

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

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

CallPro CRM and Twenty CRM are fundamentally different platforms with different data models. CallPro organizes data around Campaigns, Leads, and Sales Orders for outbound telemarketing; Twenty uses a modern Company, Person, and Opportunity model. The migration requires remapping the telemarketing campaign structure into Twenty's workspace relationships, converting dialer disposition logs to standard Activity records, and rebuilding any progressive dialer routing logic as manual assignment workflows. We begin by auditing CallPro's database configuration to understand multi-database segmentation, then map campaign membership to Twenty's workspace relationships, and extract all custom fields for recreation as Twenty custom properties. We do not migrate CallPro's progressive dialer configurations, voice broadcast settings, or campaign questionnaires as these require a separate rebuild in Twenty.

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

CallPro CRM logo

CallPro CRM

What's pushing teams away

  • Very low volume of user reviews and community discussion makes it difficult to assess long-term reliability and identify common failure modes.
  • Limited third-party integrations compared to major CRMs forces teams to rebuild workflows or maintain separate systems for accounting, marketing automation, or advanced analytics.
  • Small vendor with approximately 7 employees and estimated $507K annual revenue raises concerns about long-term product support and platform longevity.
  • Teams report difficulty exporting data cleanly due to limited documented API access and no visible third-party migration tooling.
  • As sales teams scale, the platform's telemarketing-first approach lacks the advanced pipeline management, forecasting, and customization available in broader CRM solutions.

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 CallPro CRM objects map to Twenty CRM

Each row shows how a CallPro 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.

CallPro CRM

Contact

maps to

Twenty CRM

Person

1:1
Fully supported

CallPro Contact records map directly to Twenty Person records. Standard fields (name, phone, email, company association) map to Twenty's name, emails, and phone fields. Custom contact fields extract during the audit phase and pre-create as custom fields in Twenty before migration. Email history links attached to CallPro contacts migrate as activity records tied to the Person. Multi-database CallPro configurations require a workspace or team segmentation strategy in Twenty before contact import.

CallPro CRM

Company

maps to

Twenty CRM

Company

1:1
Fully supported

CallPro Company records map to Twenty Company records. The company name becomes the Company name field; domain and website become the domainName field. We match CallPro companies to parent Person records via the contact-company link or company name matching. Multi-database CallPro configurations may use Twenty workspace segmentation to preserve the original team or campaign separation.

CallPro CRM

Lead

maps to

Twenty CRM

Person

1:1
Fully supported

CallPro Lead records map to Twenty Person records, preserving lead status, source attribution, and campaign association. Dialer log entries attached to CallPro leads migrate as Activity records linked to the Person. Lead scoring or qualification data stored as custom fields pre-creates in Twenty before migration. The customer reviews the intended Lead-to-Person pipeline after migration; CallPro does not have a separate unconverted-Lead concept that requires a different destination object.

CallPro CRM

Campaign

maps to

Twenty CRM

Workspace

lossy
Fully supported

CallPro Campaigns are a top-level object linking contacts, leads, and activities. We migrate campaign metadata (name, type, status, start and end dates) and campaign member associations (which contacts and leads were in which campaign). The campaign questionnaire logic and routing rules do not port; we flag this during scoping and document the questionnaire structure so the customer can rebuild as a Twenty workspace process or custom object logic.

CallPro CRM

Campaign Member

maps to

Twenty CRM

Workspace + Activity

1:1
Fully supported

CallPro campaign membership (which contacts and leads were enrolled in which campaign) maps to a Campaign field on the Person record in Twenty. For teams with complex multi-campaign enrollment histories, we evaluate whether to store campaign membership as a custom multi-select field on Person or as a dedicated Campaign workspace with Person membership records.

CallPro CRM

Activity

maps to

Twenty CRM

Activity

1:1
Fully supported

CallPro activity logs include call duration, disposition, notes, and timestamp. We map these to Twenty Activity records. Disposition codes require value mapping as terminology differs between platforms; we capture the CallPro disposition taxonomy during scoping and create a corresponding picklist or custom field in Twenty before migration. Activity timestamps preserve the original CallPro creation date.

CallPro CRM

Sales Order

maps to

Twenty CRM

Opportunity

1:1
Fully supported

CallPro Sales Orders and Quotes map to Twenty Opportunity records. Order headers, line items, pricing, quantities, and product references migrate directly. Order status and approval flags map to Opportunity stage and custom status fields. CallPro quotes migrate as Opportunity records with a quote flag; the customer configures a formal quoting workflow in Twenty post-migration.

CallPro CRM

Custom Fields

maps to

Twenty CRM

Custom Fields

lossy
Mapping required

CallPro custom fields on contacts, companies, and leads extract during the audit phase. We pre-create the equivalent custom properties in Twenty before any data import begins, matching field type to the closest Twenty type (text, number, date, picklist, multi-select). Field dependencies and conditional visibility rules do not migrate and must be rebuilt in Twenty.

CallPro CRM

Tag

maps to

Twenty CRM

Custom Field (multi-select) or Topic

lossy
Fully supported

CallPro tagging taxonomy exports and applies to matching Person and Company records in Twenty. Where the customer plans to use tags for segmentation and filtering, we store them as a custom multi-select field on Person. Alternatively, if Twenty Topic usage fits the workflow, we create TopicAssignment records. The customer chooses the tag strategy during scoping.

CallPro CRM

User

maps to

Twenty CRM

User

1:1
Fully supported

CallPro User records and owner assignment (owner on contacts, leads, companies) map to Twenty User records by email address match. Inactive users from CallPro preserve as historical assignments on migrated records. Active users must exist in Twenty before record import so that the owner field is satisfied at insert time.

CallPro CRM

Attachment

maps to

Twenty CRM

Attachment (or linked file storage)

1:1
Fully supported

File attachments linked to CallPro contacts, leads, or companies export and re-link in Twenty. We preserve filename and association mapping during migration. Large-volume attachment exports may require staged batch processing to avoid timeout. Customers on Twenty's hosted tier should verify attachment storage limits.

CallPro CRM

Email Template

maps to

Twenty CRM

Email Template (manual recreation)

lossy
Fully supported

CallPro email template bodies and subject lines export as raw text. Merge field syntax differs between platforms (CallPro uses its own placeholder format versus Twenty's handlebars or similar). We provide a merge field mapping guide during the handoff. The customer reviews and updates templates post-migration; we do not handle merge field translation as part of 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.

CallPro CRM logo

CallPro CRM gotchas

High

No publicly documented bulk export API

Medium

Custom dashboard and report configurations do not export

Medium

Campaign questionnaire and routing logic is non-transferable

Low

Concurrent-user pricing requires careful seat reconciliation

Low

Email and SMS template merge fields differ by destination

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

  • CallPro CRM lacks a documented public bulk export API

    CallPro CRM does not publish a documented REST or bulk API endpoint set that migration tools can target reliably. Research confirms no widely available API specification on the official site; the available technical reference is linked via third-party aggregators. We work around this by extracting data via CSV export where available or through screen-scraping-assisted extraction for complex records. Customers should request a full data export during scoping and confirm file completeness across all databases before migration begins. We verify export completeness (all contacts, companies, campaigns, activities, orders) and document any gaps upfront.

  • Custom dashboard and saved report configurations do not migrate

    CallPro stores custom dashboard layouts, saved reports, and screen design preferences in the application layer with no documented export pathway. We cannot migrate these as functional objects. We reproduce dashboard contents as written summaries with record counts and field configurations during the audit call, so the customer can manually reconstruct critical reports in Twenty. This scoped exclusion is communicated before migration begins.

  • Campaign questionnaire and appointment routing logic is non-transferable

    CallPro uses campaign-linked questionnaires and visual appointment routing rules to drive agent workflows. These logic constructs do not have a portable schema. We migrate the campaign member associations and questionnaire answer data, but the routing logic, scoring rules, and agent routing flows must be rebuilt in Twenty. We flag this gap in the scoping document and provide a written description of the current questionnaire structure to guide the Twenty rebuild.

  • Twenty CRM lacks native sales engagement sequencing

    CallPro includes built-in email marketing, SMS, and voice broadcast features with campaign sequencing. Twenty CRM does not have native sales engagement sequencing (no equivalent to HubSpot Sequences, Outreach Sequences, or Salesloft Cadences). Teams moving from CallPro's multi-channel campaign tools will need to adopt a dedicated sales engagement platform alongside Twenty for outbound sequences, or rebuild manually. We document any CallPro campaign sequences and cadence logic during scoping so the customer can plan the replacement tool selection.

  • Multi-database CallPro configurations require workspace planning in Twenty

    CallPro supports multiple databases for segmenting contacts by team or campaign. This segmentation model does not map directly to Twenty's workspace concept, which scopes data visibility by workspace rather than by database label. We audit the CallPro database configuration during scoping and propose a workspace and visibility strategy in Twenty that preserves the original segmentation intent without carrying forward a database-per-campaign structure that becomes unmanageable as the team scales.

Migration approach

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

  1. Discovery and scoping

    We audit the CallPro CRM environment across all databases, extracting record counts for contacts, companies, leads, campaigns, activities, sales orders, and attachments. We identify custom field definitions, campaign questionnaire structures, dialer configurations, and any email or SMS template content. We request the full CSV data export from CallPro and verify completeness against the in-system record counts. The discovery output is a written migration scope document covering the object inventory, extraction method (CSV-assisted or screen-scraping-assisted), and any known extraction gaps that require workarounds or customer action.

  2. Schema design in Twenty

    We design the destination schema in Twenty. This includes provisioning custom fields on Person and Company (matching the CallPro custom field taxonomy), configuring workspaces if the customer chooses to preserve CallPro's multi-database segmentation, and setting up Opportunity stages aligned with the CallPro sales order lifecycle. We create any custom picklists for activity disposition codes, lead sources, and campaign types, and pre-create merge field templates for email. Schema deploys into a Twenty staging or test workspace first for validation before production migration begins.

  3. Export extraction and data reconciliation

    We work with the customer to extract all data from CallPro via available CSV exports. Where CSV export is incomplete or unavailable for specific objects, we use screen-scraping-assisted extraction to capture the data. We reconcile the extracted data against CallPro's in-system record counts and flag any discrepancies before mapping begins. Duplicate detection runs across contacts and companies using name, email, and phone as matching keys. We deliver a data quality report covering duplicate count, missing fields, and incomplete records before the transform phase.

  4. Sandbox migration and reconciliation

    We run a full migration into Twenty using production-like data volume. The customer reviews record counts (Person records, Company records, Opportunity records, Activity records), spot-checks 25-50 records against the CallPro source, and validates campaign membership accuracy. Any field mapping corrections, custom field type adjustments, or value translation issues surface here and are resolved before production migration. The customer signs off the sandbox migration before production cutover proceeds.

  5. Owner reconciliation and user provisioning

    We extract every distinct CallPro user referenced on contact, company, lead, and activity records and match by email against the Twenty destination workspace. Any CallPro users without a matching Twenty account go to a reconciliation queue. The customer provisions missing Twenty users (active for current team members, inactive for historical assignees) before production migration resumes. Migration cannot proceed past this step because owner lookups must be satisfied at record insert time.

  6. Production migration in dependency order

    We run production migration in record-dependency order: Company records (first, as Person has a required company association), Person records (with company lookup resolved and custom fields populated), Opportunity records (with Person and company lookup resolved), Activity records (with Person lookup resolved), Custom fields on all objects, Attachments (linked to Person, Company, or Opportunity), and Email templates (as written handoff with merge field guide). Each phase emits a row-count reconciliation report before the next phase begins.

  7. Cutover, validation, and rebuild handoff

    We freeze CallPro writes during cutover, run a final delta migration of any records modified during the migration window, then enable Twenty as the system of record. We deliver a written inventory of campaign questionnaire structures, dialer configurations, email templates (with merge field mapping), and dashboard contents requiring rebuild. We support a one-week hypercare window for reconciliation issues raised by the team. We do not rebuild CallPro campaign logic, dialer workflows, or email sequences inside the migration scope; these are separate engagements or internal admin rebuilds.

Platform deep dives

Context on both ends of the pair

CallPro CRM logo

CallPro CRM

Source

Strengths

  • Integrated telemarketing dialer (progressive, preview, and power dialing) within the CRM itself.
  • Email marketing, SMS, and voice broadcast capabilities built into a single platform.
  • No annual contract required; concurrent-user pricing model provides flexibility.
  • Multiple database support allows segmentation of contacts by team or campaign.
  • Visual appointment routing and campaign questionnaire features for structured telesales workflows.

Weaknesses

  • Extremely limited public documentation and minimal community presence make technical due diligence difficult.
  • No documented public API specification widely available for programmatic export or integration.
  • Very small vendor (7 employees, ~$507K revenue) raises long-term support and product continuity concerns.
  • Limited third-party integrations compared to major CRM platforms.
  • Scarcity of user reviews and independent analysis makes it hard to assess real-world performance and support quality.
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 CallPro 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

    CallPro CRM: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your CallPro 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 CallPro CRM to Twenty CRM data migrations

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

Can't find your answer?

Walk through your CallPro CRM to Twenty CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most CallPro to Twenty migrations land between two and four weeks for straightforward accounts with a single database, under 10,000 records, and no complex custom field schemas. Migrations with multi-database segmentation, high-volume dialer logs, extensive custom field configurations, or large attachment libraries move to four to six weeks because of extraction overhead, database-to-workspace remapping, and disposition code translation work.

Adjacent paths

Related migrations to explore

Ready when you are

Move from CallPro 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.

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