CRM migration
Field-level mapping, validation, and rollback between Wealthengine and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
Wealthengine
Source
Twenty CRM
Destination
Compatibility
12 of 12
objects map 1:1 between Wealthengine and Twenty CRM.
Complexity
BStandard
Timeline
48–72 hours
Overview
WealthEngine is a wealth-intelligence enrichment platform — it appends net-worth estimates, giving-capacity ratings, real-estate holdings, and propensity-to-give scores to person records in a connected CRM. It is not itself a CRM, so there are no native Deals, Pipelines, or Activities to migrate. The data that moves is WealthEngine's enrichment output: prospect profiles with contact fields and wealth attributes. Twenty CRM is a self-hostable open-source CRM with a People object, a Companies object, and an Opportunities object, plus a custom-object and custom-field layer for domain-specific data. FlitStack AI maps WealthEngine's flat person profiles to Twenty's People object, creates custom fields in Twenty's Data Model for net worth, real estate, and propensity-to-give scores before import, and links enriched People records to their parent Companies using Twenty's companyId relation. Twenty's REST and GraphQL APIs support bulk upsert for high-volume migrations. Workflows and sequences do not exist in WealthEngine's core model, so no automation rebuild is required — though any workflow logic built around WealthEngine enrichment scores in a connected CRM must be reimplemented in Twenty's workflow builder post-migration. FlitStack handles owner resolution by email match against Twenty workspace members and runs a sample migration with field-level diff before committing the full run.
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 Wealthengine 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.
Wealthengine
Person Profile
Twenty CRM
People
1:1WealthEngine person profiles (name, email, phone, address) map directly to Twenty's People object. The import resolves People by email — each person record must be unique by email address in Twenty. If a person has multiple enrichment records from different screening batches, the most recent enrichment value wins for each attribute.
Wealthengine
Person Profile → Primary Company
Twenty CRM
Companies
1:1When WealthEngine profile data includes employer or associated organization, that name maps to Twenty's Companies object using the domain or company name as the unique key. The import order enforces that Companies must exist before People records are imported so Twenty can resolve the companyId relation.
Wealthengine
Wealth Attribute: Net Worth Estimate
Twenty CRM
People → Custom Field (number or currency)
1:1Twenty has no native net-worth field. FlitStack pre-creates a custom field (Net_Worth__c) in Twenty's Settings → Data Model as a currency or number type before the import runs. The WealthEngine net-worth value (e.g., '$2.4M – $4.1M') is stored as a number using the midpoint or lower-bound value per agreed mapping convention.
Wealthengine
Wealth Attribute: Estimated Income
Twenty CRM
People → Custom Field (number or currency)
1:1Income data from WealthEngine requires a custom field (Estimated_Income__c) on the People object in Twenty. Income band values (e.g., '$250K–$500K') are stored numerically using the band midpoint; ranges that cannot be resolved are stored as a custom text field with the original label preserved.
Wealthengine
Wealth Attribute: Propensity to Give (P2G) Score
Twenty CRM
People → Custom Field (number)
1:1WealthEngine's P2G score is a proprietary composite score (0–100 or similar scale) with no native Twenty equivalent. FlitStack creates P2G_Score__c as a custom number field on People and maps the score directly. The original score label (if any) is preserved in a companion P2G_Label__c text field.
Wealthengine
Wealth Attribute: Real Estate Holdings
Twenty CRM
People → Custom Field (text, multi-select, or custom object)
1:1Real estate property counts, values, and addresses from WealthEngine require custom fields. If the migration includes multiple properties per person, FlitStack creates a custom object (Real_Estate_Property__c) linked to People via a one-to-many relation, or stores a summary string (property count, total value) on the People record as a text field — the choice is made during schema planning.
Wealthengine
Wealth Attribute: Charitable Giving History
Twenty CRM
People → Custom Field (text or custom object)
1:1WealthEngine giving-capacity ratings (e.g., Gift Capacity Range, Inclination to Give) migrate to custom fields on the People object. If detailed donation history is included, a custom object (Giving_History__c) linked to People may be required; if summary scores only, fields like Giving_Capacity_Rating__c and Inclination_to_Give__c store the values directly.
Wealthengine
Wealth Attribute: Stock & Business Ownership
Twenty CRM
People → Custom Field (text)
1:1WealthEngine's markers of wealth (stock holdings, private company ownership, board positions) map to text or multi-select custom fields on the People object. A custom field (Wealth_Markers__c) stores the full list as a comma-separated or multi-select value; a companion number field (Business_Ownership_Value__c) captures estimated value if provided.
Wealthengine
Screening Batch Metadata
Twenty CRM
People → Custom Field (text)
1:1WealthEngine batch screening runs produce metadata (screening date, batch ID, screening tier) that is not a standard field on a profile. FlitStack creates a Screening_Batch__c text field and a Last_Screened__c date field on the People object to preserve the context of when and in what batch each enrichment record was produced.
Wealthengine
External Source Record ID
Twenty CRM
People → Custom Field (text)
1:1WealthEngine's internal profile ID (the source system ID) is stored as Source_System_ID__c on the People record in Twenty. This enables delta-run reconciliation — when WealthEngine updates enrichment for a subset of profiles, FlitStack matches on Source_System_ID__c to update only the changed fields in Twenty without creating duplicates.
Wealthengine
Integration-Linked CRM Object (Account/Opportunity from connected CRM)
Twenty CRM
Companies / Opportunities
1:1If WealthEngine was connected to a CRM that also holds Deals or Opportunities, those objects do not exist in WealthEngine itself — they live in the connected CRM. FlitStack does not migrate those records as part of a WealthEngine-to-Twenty migration; the recommendation is to run a parallel migration from the connected CRM to Twenty for Deals and Opportunities while the WealthEngine enrichment data migrates simultaneously.
Wealthengine
Workflows / Sequences
Twenty CRM
N/A
1:1WealthEngine does not have native workflow or sequencing logic — it is a data-enrichment service, not a CRM with automation. Any automated rules that triggered enrichment calls in a connected CRM must be rebuilt in Twenty's workflow builder post-migration. FlitStack exports the rule definitions from the connected CRM as a reference for the rebuild.
| Wealthengine | Twenty CRM | Compatibility | |
|---|---|---|---|
| Person Profile | People1:1 | Fully supported | |
| Person Profile → Primary Company | Companies1:1 | Fully supported | |
| Wealth Attribute: Net Worth Estimate | People → Custom Field (number or currency)1:1 | Fully supported | |
| Wealth Attribute: Estimated Income | People → Custom Field (number or currency)1:1 | Fully supported | |
| Wealth Attribute: Propensity to Give (P2G) Score | People → Custom Field (number)1:1 | Fully supported | |
| Wealth Attribute: Real Estate Holdings | People → Custom Field (text, multi-select, or custom object)1:1 | Fully supported | |
| Wealth Attribute: Charitable Giving History | People → Custom Field (text or custom object)1:1 | Fully supported | |
| Wealth Attribute: Stock & Business Ownership | People → Custom Field (text)1:1 | Fully supported | |
| Screening Batch Metadata | People → Custom Field (text)1:1 | Fully supported | |
| External Source Record ID | People → Custom Field (text)1:1 | Fully supported | |
| Integration-Linked CRM Object (Account/Opportunity from connected CRM) | Companies / Opportunities1:1 | Fully supported | |
| Workflows / Sequences | N/A1:1 | 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.
Wealthengine gotchas
Profile lookups do not guarantee a match
API rate limits are plan-gated and not publicly documented
WealthEngine is an enrichment layer, not a contact database
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
Audit WealthEngine export and map enrichment attributes to Twenty custom fields
FlitStack pulls a sample of WealthEngine enrichment exports (typically 50–200 profiles) to catalog every attribute in the output: contact fields, wealth attributes (net worth, income, P2G score, real estate, giving capacity), screening metadata, and source record IDs. We then map each attribute to a Twenty field — either a native Twenty field (firstName, email, phone) or a custom field created in Twenty's Settings → Data Model. The mapping document is shared with you before any schema is created so you can confirm which attributes should become custom fields and which should be dropped.
Pre-create custom fields in Twenty's Data Model
Before any import runs, FlitStack creates all required custom fields in Twenty. Fields are created with correct types (number, currency, text, select, date) and, for select fields, with the exact pick-list options that map from WealthEngine's value set. Twenty's Settings → Data Model is the admin interface for this step. We also invite all team members who will be assigned as record owners before the import, since owner resolution in Twenty requires the user to exist in the workspace first — this follows Twenty's explicit requirement that 'users must exist in Twenty before import.'
Export and stage WealthEngine data in load-order sequence
Twenty's CSV import requires Companies to exist before People (for companyId resolution) and People to exist before Opportunities (for contact-role resolution). Since WealthEngine enrichment targets person profiles, the primary import is People → Companies. FlitStack exports WealthEngine company records first (with domain and industry), imports them to Twenty as Companies, then exports the enriched person profiles and imports them as People linked to the Companies via companyId. All custom wealth attributes are included in the People CSV with their pre-created custom field names as column headers.
Run sample migration with field-level diff
A representative slice — typically 100–500 records spanning the full attribute range (low, medium, and high wealth-score profiles) — migrates to Twenty first. FlitStack generates a field-level diff comparing source values from the WealthEngine export against the values that landed in Twenty's custom fields. You verify that P2G scores, net worth estimates, and giving capacity ratings match the export exactly. Owner resolution (email-to-workspace-member matching) is also validated at this stage. The diff report is shared before the full migration commits.
Full migration with delta-pickup and rollback guard
The full enrichment export migrates to Twenty. A delta-pickup window (24–48 hours) runs after the initial load to capture any WealthEngine records that were enriched or updated during the migration window — particularly relevant for teams running a capital campaign screening round that updates scores for a subset of prospects. FlitStack's audit log records every record created or updated. One-click rollback is available if the field-level reconciliation reveals unexpected value shifts in the Twenty custom fields.
Platform deep dives
Wealthengine
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 Wealthengine 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
Wealthengine: 600 calls per minute baseline; daily/monthly limits are plan-gated and not publicly documented.
Data volume sensitivity
Wealthengine 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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