CRM migration
Field-level mapping, validation, and rollback between PipelinePRO and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
PipelinePRO
Source
Twenty CRM
Destination
Compatibility
7 of 10
objects map 1:1 between PipelinePRO and Twenty CRM.
Complexity
CModerate
Timeline
2-3 weeks
Overview
Moving from PipelinePRO to Twenty CRM is a data-reconstruction migration rather than an API-to-API transfer. PipelinePRO publishes no public REST endpoint and provides no bulk export mechanism, so every record type must be extracted manually as a CSV from individual account views. We coordinate screen-share sessions with the customer to walk through every export path (Contacts, Companies, Deals), split large datasets into downloadable chunks, and transform the resulting flat CSV rows into Twenty's typed schema using REST and GraphQL API calls. PipelinePRO's activity history (calls, emails, meetings, tasks, notes) has no export path and cannot be migrated. Automation sequences, funnel configurations, form data, and calendar booking rules have no migration route either; we document every sequence from screenshots and deliver a written rebuild plan for the customer's admin to execute in Twenty's Workflow builder post-migration. Twenty CRM's self-hosting option removes per-user licensing costs entirely, which partially offsets the migration investment for teams leaving PipelinePRO's one-time $67 license model.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a PipelinePRO 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.
PipelinePRO
Contact
Twenty CRM
Person
1:1PipelinePRO Contact records export as CSV with name, email, phone, and custom field columns. We map these to Twenty's Person object, which stores name as firstName and lastName (split from the full name column), email as a verified email record, and phone in the phoneNumber field. Custom properties on PipelinePRO contacts require explicit field-by-field mapping to Twenty's custom field equivalents, which we create in Settings → Data Model before import. Any PipelinePRO contact without an email is flagged for review because Twenty requires an email identifier for person record creation.
PipelinePRO
Company
Twenty CRM
Company
1:1PipelinePRO Company records map to Twenty's Company object. Company name, domain, address, and industry fields map directly. The quality of company data depends on how consistently users populated the company field on contacts in PipelinePRO; we flag sparse company records (fewer than two linked contacts) for manual review before bulk import. Company record creation must precede Contact import so that the company relationship is satisfied at the time of person insert.
PipelinePRO
Deal
Twenty CRM
Opportunity
1:1PipelinePRO Deal records include name, value, stage, owner, and expected close date. We map these to Twenty's Opportunity object, where amount maps to expectedValue, closeDate maps to closeDate, and stage maps to a Twenty pipeline stage value. PipelinePRO pipeline and stage names are configurable, so we build a customer-reviewed stage mapping table before any deal records move. Deal attachments are handled separately as file imports via Twenty's file storage.
PipelinePRO
Pipeline
Twenty CRM
Pipeline
lossyPipelinePRO uses customizable pipeline boards with drag-and-drop stage definitions. We extract the pipeline name and stage list from the customer's account and recreate the equivalent pipeline structure in Twenty via Settings → Opportunities → Pipelines. Each PipelinePRO pipeline becomes a Twenty Pipeline with stages created in the same order and with matching names where possible.
PipelinePRO
Pipeline Stage
Twenty CRM
Pipeline Stage
lossyStage names and ordering are configurable per pipeline in PipelinePRO. We map source stages to destination stages using a customer-reviewed mapping table before bulk deal migration begins. Stage probability values from PipelinePRO are recorded as a custom field on the destination stage if the customer uses them for forecasting.
PipelinePRO
Lead
Twenty CRM
Person (lead status preserved)
1:1PipelinePRO Lead records function as early-stage contacts with their own status field. We map these to Twenty Person records and preserve the original lead status as a custom property (lead_source_status__c) because Twenty does not have a separate Lead object equivalent. The customer reviews and reassigns any active lead routing logic post-migration.
PipelinePRO
Custom Field
Twenty CRM
Custom Field
lossyPipelinePRO custom fields exist per object but there is no bulk schema export. We ask customers to provide a screenshot or list of custom field names and their types before migration so we can create matching fields in Twenty's data model via Settings → Data Model → Add Field. Multi-select picklists and date fields require specific type mapping; multi-select fields have known GitHub issues in Twenty that we flag before use.
PipelinePRO
Tag
Twenty CRM
Tag
1:1Tags on PipelinePRO contacts and deals export as comma-separated values in the CSV. We parse these into a normalized tag list and apply them as native tags in Twenty, where tags are a first-class tagging system on Person and Company records. Tag names with spaces or special characters are normalized to lowercase hyphenated format.
PipelinePRO
User/Team Member
Twenty CRM
WorkspaceMember
1:1PipelinePRO User accounts export as a simple list with name and email address. We map these to Twenty WorkspaceMember records. Owner assignment on Deals and Contacts resolves by matching PipelinePRO owner email to Twenty WorkspaceMember email. Any PipelinePRO owner without a matching Twenty user is held in a reconciliation queue for the customer to provision before deal import resumes.
PipelinePRO
Document
Twenty CRM
Attachment/File
1:1Uploaded files attached to PipelinePRO deals or contacts export via download links if accessible through the account interface. We retrieve accessible files and re-attach them to the corresponding migrated records in Twenty. Files that are not retrievable through screen-share access are flagged for manual handling during the migration scoping call.
| PipelinePRO | Twenty CRM | Compatibility | |
|---|---|---|---|
| Contact | Person1:1 | Fully supported | |
| Company | Company1:1 | Fully supported | |
| Deal | Opportunity1:1 | Fully supported | |
| Pipeline | Pipelinelossy | Fully supported | |
| Pipeline Stage | Pipeline Stagelossy | Fully supported | |
| Lead | Person (lead status preserved)1:1 | Fully supported | |
| Custom Field | Custom Fieldlossy | Fully supported | |
| Tag | Tag1:1 | Fully supported | |
| User/Team Member | WorkspaceMember1:1 | Fully supported | |
| Document | Attachment/File1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
PipelinePRO gotchas
No public API or bulk export endpoint
Automation sequences and funnels have no export path
Activity history cannot be migrated
Lifetime license model raises platform longevity concerns
Spelling confusion with unrelated Pipeline CRM products
Twenty CRM gotchas
Import order is enforced and critical
Export limited to 20,000 records and visible columns only
Soft-deleted records count toward uniqueness and trigger restores
API rate limits cap at 200 req/min on Organization tier
No native email sequences — follow-up cadences require external tools
Pair-specific challenges
Migration approach
Discovery and CSV extraction walkthrough
We schedule a screen-share session with the PipelinePRO account owner to export CSV files from every relevant module: Contacts, Companies, Deals, and Pipeline configurations. We validate the export structure (column headers, row counts, encoding) during the session and flag any records with missing email addresses, unlinked companies, or custom field data that may not map cleanly. We also request a written list or screenshots of all custom field names and their types. The discovery output is a written migration scope, a sample CSV mapping table, and a list of any export data that is unavailable.
Schema design in Twenty CRM
We create the destination schema in Twenty CRM before any data import. This includes creating custom fields per object (Person, Company, Opportunity) matching the PipelinePRO custom field names and types, configuring pipeline and stage structures in Settings → Opportunities → Pipelines, and setting up tag taxonomy. Multi-select field creation is flagged with a known-issues note. We deploy the schema in Twenty's sandbox or test workspace first, validate field types, and confirm with the customer before applying to the production workspace.
CSV transformation and staging
We transform the PipelinePRO CSV exports into Twenty's import format. This includes splitting full-name columns into firstName and lastName, normalizing tag strings to lowercase hyphenated format, mapping PipelinePRO stage names to Twenty pipeline stage IDs, and resolving company links for each person record. Records with missing required fields (email on Person, name on Company) are flagged in a pre-flight report. The transformation output is a set of staging CSVs ready for Twenty's CSV import or REST API upsert.
Sandbox import and reconciliation
We run a full import into Twenty's test workspace using production-like data volume. The customer's team spot-checks 25-50 random Person, Company, and Opportunity records against the PipelinePRO source data to verify field accuracy, company linking, and tag application. Any mapping corrections (wrong field, missed custom property, incorrect stage mapping) are applied to the transform logic before production migration begins. This step prevents correction cycles in the production workspace, which would require re-importing and deduplicating records.
Owner and user provisioning reconciliation
We extract every distinct owner referenced on PipelinePRO Deal and Contact records and match by email against Twenty's WorkspaceMember table. Owners without a matching Twenty user are listed in a reconciliation report. The customer's admin provisions any missing WorkspaceMembers before record import resumes. Deal owner assignment and Person record ownership resolve at this stage. Migration cannot proceed past this step because Owner references are required on Opportunity records.
Production migration in dependency order
We run production migration in record-dependency order: Companies first (to establish link targets), Persons next (with companyId resolved), Opportunities last (with personId, companyId, and pipelineStageId resolved). Tags apply during the import phase via Twenty's tag API. Each phase emits a row-count reconciliation report showing records imported, records skipped (with reasons), and records held for review. We do not migrate activity history because PipelinePRO provides no export path.
Cutover, documentation handoff, and automation rebuild plan
We freeze PipelinePRO as the system of record during cutover, run a final delta migration of any records modified during the migration window, and enable Twenty as the active CRM. We deliver a written automation inventory documenting every PipelinePRO email sequence, funnel configuration, and form structure that we observed, with recommended Twenty Workflow equivalents and trigger conditions. We do not rebuild automations in Twenty; that work is handled by the customer's admin using the handoff documentation. We support a three-day hypercare window for reconciliation issues raised by the customer's team.
Platform deep dives
PipelinePRO
Source
Strengths
Weaknesses
Twenty CRM
Destination
Strengths
Weaknesses
Complexity grading
Moderate CRM migration. 5 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across PipelinePRO and Twenty CRM.
Object compatibility
5 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
PipelinePRO: Not publicly documented.
Data volume sensitivity
PipelinePRO doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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