CRM migration
Field-level mapping, validation, and rollback between Daffodil CRM and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
Daffodil CRM
Source
Twenty CRM
Destination
Compatibility
7 of 10
objects map 1:1 between Daffodil CRM and Twenty CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Daffodil CRM to Twenty CRM is a migration from a bespoke, vendor-dependent CRM to an open-source platform under GPL licensing with full data ownership and a documented REST API. Daffodil CRM has no publicly documented API and no self-serve export tooling; migration depends on CSV extraction or direct database access negotiated with Daffodil Software. We begin every engagement by confirming the export method with the customer, then build a custom field map because Daffodil CRM's schema varies per-customer implementation. We migrate People (from Contacts), Organizations (from Companies), Opportunities (from Deals), Tasks and Notes (from Activities), Custom Objects, and historical timestamps in dependency order with parent-record lookup resolution. Workflows, automations, and custom configurations do not migrate; we deliver a written inventory for the customer to rebuild in Twenty's visual editor.
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 Daffodil 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.
Daffodil CRM
Contact
Twenty CRM
Person
1:1Daffodil CRM Contact records map to Twenty Person records. We extract name fields (firstName, lastName), email address, phone number, company association, lifecycle stage, and all custom field values via CSV export or direct database query. The contact-to-company link resolves via the Organization field during People import. Daffodil CRM lifecycle stage values are preserved as a custom picklist field on Person for audit and reporting continuity.
Daffodil CRM
Company
Twenty CRM
Company
1:1Daffodil CRM Company records map to Twenty Company records. We extract company name, domain or website, industry classification, address fields, employee count, and annual revenue if present. Company records are imported before People records to satisfy the Organization lookup relationship. The company name or an assigned external ID serves as the dedupe key during import to prevent duplicate Organizations.
Daffodil CRM
Deal
Twenty CRM
Opportunity
1:1Daffodil CRM Deal records map to Twenty Opportunity records. We extract deal name, amount, stage, expected close date, owner assignment, and associated Person and Company links. Custom pipeline stages present in the source are translated to Twenty stage values configured in Settings → Data Model before import. Amount fields are validated for numeric format; currency handling is coordinated with the customer during scoping.
Daffodil CRM
Deal Stage
Twenty CRM
Opportunity Stage
lossyEach distinct deal stage present in the Daffodil CRM export maps to a Twenty Opportunity stage value that we pre-configure in the Twenty workspace before migration. Stage ordering and probability percentages transfer where present in the source data. If the customer uses multiple deal pipelines, we map each to a separate stage group in Twenty's pipeline configuration.
Daffodil CRM
Activity (call, email, meeting, task)
Twenty CRM
Task or Note
1:1Daffodil CRM Activity records export as flat rows with a type field indicating call, email, meeting, or task. We map activities to Twenty Task records (for calls and tasks) or Note records (for emails and freeform notes). The activity date, duration, outcome, and related Person or Company link migrate with the original timestamp preserved for timeline accuracy. Activities without a resolvable parent Person or Company are linked to the closest related Organization.
Daffodil CRM
Custom Field (on Contact, Company, Deal)
Twenty CRM
Custom Field
lossyDaffodil CRM custom fields vary per customer implementation. We request a complete field inventory from the customer before mapping begins and create matching custom fields in Twenty's Settings → Data Model before any data import. Multi-select picklist fields are recreated as multi-select picklists; date fields are reformatted to ISO 8601; text fields map directly. Fields must exist in Twenty before the CSV import runs because the import creates records, not fields.
Daffodil CRM
Custom Object
Twenty CRM
Custom Object
1:1Daffodil CRM custom objects map to Twenty Custom Objects created in Settings → Data Model. We pre-create the destination schema including all custom fields and lookup relationships before migration begins. Custom object records import after standard objects to ensure parent-record lookups resolve correctly. Any lookup fields in the custom object that reference Contacts, Companies, or Deals are resolved using the external ID or name matching established during standard object import.
Daffodil CRM
User / Owner
Twenty CRM
User
1:1Daffodil CRM User or Owner records map to Twenty User accounts. We extract user name, email address, role designation, and active status. Users must be provisioned in Twenty (via Settings → Members) before importing records that reference them as owners or assignees. Inactive users are archived in Twenty with their original role preserved for historical record assignment.
Daffodil CRM
Tag / Label
Twenty CRM
Topic
lossyTags applied to Contacts, Companies, or Deals in Daffodil CRM export as comma-separated values or individual rows per tag. We parse these values and create corresponding Twenty Topics, then generate TopicAssignment records linking each topic to the relevant Person, Company, or Opportunity. The customer selects whether tags should become Topics or custom picklist values during scoping.
Daffodil CRM
Attachment metadata
Twenty CRM
Attachment (metadata only)
1:1File attachments stored within Daffodil CRM are not reliably exportable via standard CSV. We export attachment metadata (filename, upload date, associated record ID) as a CSV reference table rather than migrating the file content. The customer receives this attachment inventory as a spreadsheet and can manually re-upload files to the relevant Twenty records, or we provide a separate file re-upload service as an add-on engagement.
| Daffodil CRM | Twenty CRM | Compatibility | |
|---|---|---|---|
| Contact | Person1:1 | Fully supported | |
| Company | Company1:1 | Fully supported | |
| Deal | Opportunity1:1 | Fully supported | |
| Deal Stage | Opportunity Stagelossy | Fully supported | |
| Activity (call, email, meeting, task) | Task or Note1:1 | Fully supported | |
| Custom Field (on Contact, Company, Deal) | Custom Fieldlossy | Fully supported | |
| Custom Object | Custom Object1:1 | Fully supported | |
| User / Owner | User1:1 | Fully supported | |
| Tag / Label | Topiclossy | Fully supported | |
| Attachment metadata | Attachment (metadata only)1:1 | 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.
Daffodil CRM gotchas
No publicly documented REST API
Custom schema requires manual field mapping
No standalone product page or pricing
Vendor dependency for data export
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 export method confirmation
We begin every Daffodil CRM migration by confirming the export method. We ask the customer to attempt a CSV export from their Daffodil CRM instance (Settings or Data Management section) and share a sample of the exported headers. If CSV export is unavailable or incomplete, we coordinate with Daffodil Software for direct database access. We simultaneously audit the customer's current data: record counts for Contacts, Companies, Deals, Activities, and Custom Objects; a sample of field names and picklist values; and the list of active users and their email addresses.
Field inventory and custom field map build
We request a complete field inventory from the customer: every standard and custom field used in their Daffodil CRM implementation, including field names, data types, picklist values, and any conditional visibility rules. Using this inventory, we build a custom field map that documents each Daffodil CRM field and its corresponding Twenty field or custom field name. Multi-select picklist values are normalized; date formats are documented for reformatting; custom fields are assigned API names consistent with Twenty's naming conventions. The field map is shared with the customer for review and sign-off before any transform scripts are written.
Twenty workspace preparation
We create all custom fields and custom objects in the customer's Twenty workspace via Settings → Data Model before any import begins. This includes custom fields on Person, Company, and Opportunity, any Custom Objects with their own fields and lookup relationships, and the picklist options for any custom picklist or multi-select fields. We configure the Company → Person relationship (industry standard in Twenty) and set up stage values in the Opportunities pipeline matching the customer's current deal stages. We invite all active users to Twenty via Settings → Members so that owner assignments can resolve during import.
Data extraction, cleaning, and transform
We extract data from Daffodil CRM using the confirmed export method. For CSV exports, we process in chunks for datasets exceeding 5,000 rows per object, preserving relational links via matching fields rather than database IDs. We clean the extracted data: deduplication (matching on email for People, company name for Organizations), standardization of phone number formats, removal of test records and outdated contacts (no activity in two or more years), and validation that required fields are populated. The transform scripts apply the field map and produce import-ready CSV files for each object in dependency order.
Import in dependency order with reconciliation
We import records into Twenty in dependency order: Organizations first (to satisfy lookup relationships), then People (with Organization links resolved), then Opportunities (with Person and Organization links resolved), then Tasks and Notes, then Custom Objects last (because they often contain lookups to standard objects). Each phase emits a row-count reconciliation report showing records imported, records skipped due to missing required fields, and records deduplicated. We spot-check 25-50 records per object against the source data and resolve any mapping discrepancies before the next phase begins.
Cutover, validation, and automation inventory handoff
We freeze Daffodil CRM writes during the cutover window, run a final delta import of any records modified during the migration, and validate the Twenty workspace as the system of record. We deliver a written inventory of every Daffodil CRM workflow, automation, and custom configuration that requires recreation in Twenty's visual editor, along with a description of what each automation does and a recommended Twenty equivalent. We support a five-business-day hypercare window to resolve reconciliation issues raised by the team after cutover. We do not rebuild automations or provide post-migration admin support as standard scope; these are separate engagements.
Platform deep dives
Daffodil CRM
Source
Strengths
Weaknesses
Twenty CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Daffodil CRM and Twenty CRM.
Object compatibility
3 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
Daffodil CRM: Not applicable.
Data volume sensitivity
Daffodil CRM 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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