CRM migration
Field-level mapping, validation, and rollback between Dialytica - Marketing Automation Platform and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
Dialytica - Marketing Automation Platform
Source
Twenty CRM
Destination
Compatibility
6 of 10
objects map 1:1 between Dialytica - Marketing Automation Platform and Twenty CRM.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Dialytica to Twenty CRM is a pivot from a call-center-specific outbound platform to a full relationship-management database. Dialytica concentrates on Campaigns, Contacts, Call Records, QA Reviews, and SMS Activities with no native CRM objects such as Accounts or Deals; Twenty CRM provides a self-hosted, open-source CRM with a generic data model and permission system that accommodates these concepts natively. The primary technical constraint is Dialytica's lack of a publicly documented API, which requires manual CSV extraction or per-account export evaluation during discovery. AI-generated campaign rules, call disposition logic, and QA scorecard weighting are opaque in Dialytica and cannot replicate in Twenty; we capture the outcome data and flag these gaps for manual rebuild. We do not migrate Workflows, automations, or dial-plan branching logic as code.
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 Dialytica - Marketing Automation Platform 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.
Dialytica - Marketing Automation Platform
Contact
Twenty CRM
Person
1:1Dialytica Contacts map 1:1 to Twenty CRM Person records. Phone numbers, names, email addresses, and campaign assignment history migrate directly. We preserve any custom fields on the Contact as custom fields on the Person object. The Person object in Twenty serves as the primary contact record and can be linked to a Company for account-context tracking.
Dialytica - Marketing Automation Platform
Call Campaign
Twenty CRM
Opportunity or Task
lossyDialytica Call Campaigns do not have a direct Twenty CRM equivalent because Twenty does not include a native campaign dialing module. We map Call Campaigns to Twenty Opportunities if the campaign has associated revenue or pipeline context, or to Tasks with custom fields capturing campaign name, schedule, and targeting logic. The customer chooses the strategy during scoping based on how they use campaigns operationally.
Dialytica - Marketing Automation Platform
SMS Campaign
Twenty CRM
Task or Custom Object
lossySMS Campaigns similarly lack a direct Twenty CRM equivalent. We map SMS campaign content and targeting configuration to a Custom Object (e.g., SMSCampaign__c) with fields for campaign name, template references, and scheduling. Individual SMS message logs map to Activities linked to the Person record, preserving the campaign-to-message relationship.
Dialytica - Marketing Automation Platform
Call Record
Twenty CRM
Task (Call subtype)
1:1Call logs migrate as Tasks with TaskSubtype set to Call and custom fields for CallDurationInSeconds, Disposition, and AgentAssignment. The original Dialytica timestamp becomes the Task due date to preserve activity ordering. AI-generated sentiment or quality scores from Dialytica migrate as custom fields if the values are numeric or categorical; free-text AI notes may map to the Task description.
Dialytica - Marketing Automation Platform
QA Review
Twenty CRM
Task linked to Call Record
1:1QA Reviews in Dialytica are tied to specific call records and contain structured scorecard criteria and supervisor free-text notes. We map the review as a linked Task or a custom QA Review object (QA_Review__c) with a lookup to the corresponding Call Task. Scorecard criteria become individual custom fields; the supervisor notes field migrates as a long-text area.
Dialytica - Marketing Automation Platform
SMS Activity
Twenty CRM
Task (Activity subtype)
1:1SMS log records migrate as Twenty Tasks scoped to the Person record. Each SMS Activity carries its delivery status, timestamp, and phone number. We preserve campaign context from Dialytica by setting a custom campaign reference field on each SMS Task when the activity is linked to a mapped Call Campaign or SMS Campaign.
Dialytica - Marketing Automation Platform
Payment
Twenty CRM
Custom Object (Payment__c)
1:1Dialytica Payment records map to a Twenty CRM custom object Payment__c with fields for amount, status, timestamp, and related Person. Payment__c links to Person via a lookup relationship. If the customer uses Twenty's Opportunities, payments can alternatively attach to an Opportunity if a revenue context exists.
Dialytica - Marketing Automation Platform
User / Agent
Twenty CRM
User
1:1Dialytica Agent and user accounts map to Twenty CRM User records. We resolve by matching the email address. Active status and role assignments migrate as User custom fields. Agent schedules and shift configurations are not standard Twenty objects and may require supplementary manual capture or a custom Schedule__c object scoped during migration.
Dialytica - Marketing Automation Platform
SMS Template
Twenty CRM
Custom Field or Note on SMS Campaign
lossySMS template body text and merge field structures migrate as custom fields on the SMSCampaign__c custom object or as Note records linked to the campaign. Variable placeholders are preserved as-is; the customer reconciles merge field syntax with the target SMS delivery tool post-migration.
Dialytica - Marketing Automation Platform
Script / Dial Plan
Twenty CRM
Note or Custom Field
lossyCall scripts and dial plan text content migrate as Note records or long-text custom fields on the corresponding Call Campaign object in Twenty. Branching conditions and dynamic routing logic in Dialytica are opaque and cannot be exported; we capture the script text and sequence only. The customer's admin rebuilds branching logic as a decision tree in their chosen telephony tool.
| Dialytica - Marketing Automation Platform | Twenty CRM | Compatibility | |
|---|---|---|---|
| Contact | Person1:1 | Fully supported | |
| Call Campaign | Opportunity or Tasklossy | Fully supported | |
| SMS Campaign | Task or Custom Objectlossy | Fully supported | |
| Call Record | Task (Call subtype)1:1 | Fully supported | |
| QA Review | Task linked to Call Record1:1 | Fully supported | |
| SMS Activity | Task (Activity subtype)1:1 | Fully supported | |
| Payment | Custom Object (Payment__c)1:1 | Fully supported | |
| User / Agent | User1:1 | Fully supported | |
| SMS Template | Custom Field or Note on SMS Campaignlossy | Fully supported | |
| Script / Dial Plan | Note or Custom Fieldlossy | 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.
Dialytica - Marketing Automation Platform gotchas
No publicly documented API endpoint reference
AI-generated campaign rules do not export cleanly
SMS and Call data are separate campaign objects
Single G2 review limits independent evaluation
Pricing not publicly published
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
Export feasibility discovery
We audit the Dialytica account for available export methods. Because no public API is documented, we evaluate whether CSV exports are accessible from the admin panel, whether a partner API or internal endpoint exists for the specific account, or whether manual record-by-record export is required. We also inventory the objects present (Contacts, Call Campaigns, SMS Campaigns, Call Records, QA Reviews, SMS Activities, Payments, Users, Templates, Scripts) and estimate record counts per object. The output is a confirmed export method and a written object inventory.
Twenty schema design and object mapping
We design the destination schema in Twenty CRM. This includes creating the Person and Company objects (Twenty standards), provisioning custom objects (SMSCampaign__c, Payment__c, QA_Review__c), adding custom fields for Dialytica-specific attributes (call duration, disposition, agent assignment, AI scores), and configuring the lookup relationships between Person, Company, and activity records. Because Twenty is self-hosted and open source, schema changes deploy directly to the customer's instance via the admin interface or API.
Test migration and reconciliation
We run a full migration into a Twenty CRM test environment using representative data volume. The customer reconciles record counts (Contacts in, Call Records in, SMS Activities in, QA Reviews in), spot-checks 25-50 records against the Dialytica source, and validates that cross-channel activity history appears correctly on Person records. Mapping corrections and schema adjustments happen in this phase before any production data moves.
Production migration in dependency order
We run production migration in record-dependency order: Users first (matched by email), then Person records (with Company lookups resolved from domain data where available), then Call Campaigns and SMS Campaigns (mapped to Opportunities or custom campaign objects), then Call Records and SMS Activities as Tasks, then QA Reviews as linked records, then Payments. Each phase emits a row-count reconciliation report before the next phase begins.
Cutover, validation, and automation handoff
We freeze Dialytica writes during cutover, run a final delta migration of any records created or modified during the migration window, then designate Twenty CRM as the system of record. We deliver a written inventory of Dialytica Workflows, dial-plan branching logic, and AI campaign rules that require manual rebuild in Twenty or a third-party call tool. We do not rebuild these as code. We support a one-week post-cutover window for reconciliation issues raised by the customer's team.
Platform deep dives
Dialytica - Marketing Automation Platform
Source
Strengths
Weaknesses
Twenty CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 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 Dialytica - Marketing Automation Platform and Twenty CRM.
Object compatibility
1 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
Dialytica - Marketing Automation Platform: Not publicly documented.
Data volume sensitivity
Dialytica - Marketing Automation Platform 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
Pick a category, then your source and destination platforms.
Category
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