CRM migration

Migrate from Wise Agent to Twenty CRM

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

Wise Agent logo

Wise Agent

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

93%

13 of 14

objects map 1:1 between Wise Agent and Twenty CRM.

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Wise Agent and Twenty CRM take different approaches to deal tracking. Wise Agent bundles transactions with checklists, drip campaigns, and email sequences into a single real-estate-specific interface. Twenty uses a clean relational model with People, Companies, and Opportunities as the core objects, plus a separate Workflows module for automations. The migration carries all Wise Agent contacts, companies, transactions, tasks, and notes into Twenty's standard objects. Transaction checklists — the mechanism Wise Agent uses to track deal progress from contract to close — require either a custom object or a linked Tasks structure in Twenty, which your admin configures before import. Drip campaigns and email sequences are automation-layer features and do not migrate; FlitStack exports your campaign definitions as a rebuild reference for Twenty's Workflows builder. The migration uses scoped read access on Wise Agent via OAuth, transforms the exported data to match Twenty's CSV import format, validates relationships before load, and executes in two passes — a test migration on a representative sample, then a full migration with delta pickup covering any records modified during cutover.

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

Wise Agent logo

Wise Agent

What's pushing teams away

  • Data entry is described as cumbersome across multiple reviews, with excessive clicks and confusing field formats that slow daily workflows.
  • Transaction templates are rated as complicated to configure, pushing agents toward simpler pipeline tools as their volume grows.
  • The platform lacks a native dialer add-on, which matters for high-volume outbound teams that rely on power-dialer integrations.
  • Mobile experience is limited compared to competitors, causing friction for agents who spend significant time in the field.
  • As teams scale beyond five users, the flat-rate model lacks granular permission controls that larger brokerages require.

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 Wise Agent objects map to Twenty CRM

Each row shows how a Wise Agent 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.

Wise Agent

Contact

maps to

Twenty CRM

People

1:1
Fully supported

Wise Agent Contact records map one-to-one to Twenty People records in a straightforward field transfer. Primary contact details—including email address, phone number, and full name—move directly as standard text fields without transformation. When a contact references a company in Wise Agent, the migration process preserves that relationship by resolving the company name to its corresponding companyId within Twenty's Companies object during import.

Wise Agent

Company

maps to

Twenty CRM

Companies

1:1
Fully supported

Wise Agent Company maps to Twenty Companies. The company name, domain, industry, and address fields transfer as direct text fields. Multiple contacts per company in Wise Agent resolve to a single Company record with multiple linked People records in Twenty.

Wise Agent

Transaction

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Wise Agent Transactions migrate directly to Twenty Opportunities as a standard field mapping. The transaction name becomes the Opportunity name, deal amounts transfer without transformation, and transaction stage values get mapped to Twenty's Stage pick-list options. Each resulting Opportunity links back to its corresponding Company record and primary People contact through the resolved foreign key relationships.

Wise Agent

Transaction Checklist Item

maps to

Twenty CRM

Task

1:1
Fully supported

Wise Agent transaction checklists export as individual task items with a linked transaction reference. These map to Twenty Tasks, each linked to the corresponding Opportunity via the relationId. The task name, due date, completion status, and assignee transfer; checklist step order is preserved in a custom sort field.

Wise Agent

Contact Label

maps to

Twenty CRM

Tag / Custom Field

many:1
Fully supported

Wise Agent contact labels are multi-value tags per contact. Twenty's Tag system handles these as a native multi-select. If label count exceeds 20, we surface the distribution and recommend a custom select field with the full label vocabulary rather than relying on Tags alone.

Wise Agent

Note

maps to

Twenty CRM

Note

1:1
Fully supported

Wise Agent notes attached to contacts, companies, or transactions migrate as Twenty Note records. Each Note links to the corresponding People or Companies record via the noteTargetId and noteTargetObject fields. Timestamp and author information transfer as custom fields if present.

Wise Agent

Task / Follow-up

maps to

Twenty CRM

Task

1:1
Fully supported

Wise Agent task items (follow-up reminders, calendar-linked tasks) transfer as Twenty Tasks. Due date, task body, completion status, and linked record (People, Company, or Opportunity) preserve via the relationId and relationObject fields. Assignee resolves by email match against Twenty workspace members.

Wise Agent

Email / Drip Campaign Definition

maps to

Twenty CRM

N/A — Workflows reference

1:1
Fully supported

Wise Agent drip campaigns and email sequences have no direct equivalent in Twenty. We export campaign names, step order, delay intervals, and step content as a structured JSON reference document. Twenty's Workflows builder uses this as a rebuild blueprint; your admin recreates the logic manually post-migration.

Wise Agent

SMS / Text Message Log

maps to

Twenty CRM

Note / Custom Field

1:1
Fully supported

Wise Agent text message logs linked to contacts transfer as Note records with a custom Message_Type__c field set to 'SMS'. The message body, timestamp, and direction (sent/received) are preserved. Rich media links in SMS logs are flagged for manual reattachment if the attachments were hosted in Wise Agent.

Wise Agent

Calendar Event

maps to

Twenty CRM

Task / Event reference

1:1
Fully supported

Wise Agent calendar events and appointments linked to contacts or transactions migrate as Twenty Tasks with a custom Is_Calendar_Event__c flag set to true. Event start/end times, title, and location transfer as custom datetime and text fields. All-day events and recurring events are flagged for admin review post-import.

Wise Agent

Lead / Prospect

maps to

Twenty CRM

People

1:1
Fully supported

Wise Agent leads and prospects are stored within the Contact object with a status field. These map to Twenty People records. The lead status value (New, Contacted, Qualified) transfers as a custom pick-list field on People since Twenty does not have a separate Lead object.

Wise Agent

Custom Field (Contact)

maps to

Twenty CRM

Custom Field on People

1:1
Fully supported

Wise Agent custom properties on contacts — such as lead source, preference fields, or custom date fields — require corresponding custom fields in Twenty. We create these in Settings > Data Model before import. Custom field type is preserved (text, number, date, select) based on Wise Agent's field metadata.

Wise Agent

User / Owner

maps to

Twenty CRM

Workspace Member

1:1
Fully supported

Wise Agent owner and team member records resolve by email match against Twenty workspace members. Unmatched owners are flagged before migration. You must invite all active Wise Agent users to Twenty before import so their email addresses are present for the match.

Wise Agent

Attachment / File

maps to

Twenty CRM

File (external reference)

1:1
Fully supported

Wise Agent file attachments hosted on Wise Agent infrastructure do not transfer to Twenty's storage. We export attachment URLs and file names as a custom field (Original_Attachment_URL__c) on the linked record, and your team re-uploads the files to Twenty manually post-migration.

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.

Wise Agent logo

Wise Agent gotchas

High

No documented bulk export or bulk API endpoint

Medium

Labels are flat with no hierarchy

Medium

Transaction templates require manual reassignment post-import

Low

Rate limits not publicly documented

Low

Permission model is coarse on base plan

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

  • Transaction checklists have no native checklist object in Twenty

    Wise Agent's transaction checklists are a first-class deal-tracking mechanism where each step (inspections, financing contingency, closing docs) gets a checkbox, due date, and assignee within a transaction record. Twenty has no built-in checklist sub-object on Opportunities. FlitStack maps these to Twenty Tasks linked to the Opportunity, with a custom sort field preserving step order. If your transactions average more than 15 checklist items, we recommend a custom Checklist custom object in Twenty before import — your admin creates it in Settings > Data Model, and we update the mapping plan accordingly.

  • Twenty enforces import order: Companies before People before Opportunities

    Twenty's relational model requires that the 'one' side of a relationship exists before the 'many' side can reference it. Companies must be imported first, then People (with their companyId), then Opportunities (with their companyId and optional personId). Wise Agent exports data by object type without enforcing this ordering. FlitStack sequences the migration runs so foreign-key references resolve correctly. If your Wise Agent export contains People records without a matching Company record, those contacts land in Twenty without a companyId and your admin resolves the orphaned links post-import.

  • Drip campaigns and email sequences do not migrate — they must be rebuilt

    Wise Agent's drip campaign builder stores sequence logic (step order, delay intervals, step type, content) as platform-specific automation data. Twenty's Workflows module handles task automations and triggers differently, with a different event model. FlitStack exports your campaign definitions as a structured JSON blueprint — campaign names, step sequence, delay days, step type (email, SMS, task), and body copy. Your admin uses this to recreate the logic in Twenty's Workflows builder (available on Professional and Organization tiers). We do not attempt a logic-to-logic migration because the underlying automation models are incompatible.

  • Wise Agent contact labels map to Tags but may need a custom field for high-cardinality sets

    Wise Agent's label system lets you assign N labels per contact without a defined vocabulary. Twenty's Tags are the native equivalent but Tags are not filterable in Twenty's advanced views without a paid tier. If your Wise Agent setup uses more than 20 distinct labels, or if labels represent business-critical segmentation (buyer type, investment strategy, referral source), we recommend migrating labels as a custom single-select field on People with the full value vocabulary, rather than relying solely on Tags. We surface the label distribution during the audit phase so you can decide before migration runs.

  • File attachments hosted on Wise Agent do not transfer to Twenty storage

    Wise Agent stores file attachments (documents, images, signed forms) on its own infrastructure. Twenty has no incoming file attachment import — files must be re-uploaded manually or via a separate file-hosting integration after the CRM migration completes. FlitStack exports the list of attachment URLs, file names, linked record type, and linked record ID as a CSV. Your team uses this to locate each file in Wise Agent, download it, and re-upload to the corresponding Twenty record. Files attached to transaction checklists are included in this manifest.

Migration approach

Six steps for a successful Wise Agent to Twenty CRM data migration

  1. Audit Wise Agent data and prepare Twenty workspace

    FlitStack connects to Wise Agent via OAuth 2.0 scoped read access and exports all Contact, Company, Transaction, Task, Note, and custom field records as CSV files. During export, we capture the full label vocabulary, transaction stage values, and checklist item structure. You prepare the Twenty workspace by creating any custom fields surfaced in the audit (Lead_Status__c, Original_Create_Date__c, Checklist_Sort_Order__c) in Settings > Data Model. Invite all active Wise Agent users to Twenty by email so owner resolution can match by email address during import.

  2. Sequence the import: Companies → People → Opportunities → Tasks → Notes

    Twenty requires Companies imported first so that companyId foreign keys resolve for People records. FlitStack builds the import order into the migration plan and splits the export CSVs accordingly. People records include companyId by resolving the Wise Agent company name to the imported Company record. Opportunities include companyId and optionally personId for the primary contact. Tasks (including transaction checklist items) import last, linked to their parent Opportunity after the Opportunity import completes.

  3. Run sample migration with field-level validation

    A representative slice of 200–500 records migrates first — spanning contacts, companies, transactions, checklist items, and notes. FlitStack generates a field-level diff comparing source values against Twenty record values, with mismatches highlighted in yellow. You verify that transaction checklist mapping, label-to-tag translation, owner resolution, and date preservation all meet expectations. Any field mapping adjustments are made before the full run commits.

  4. Execute full migration with delta pickup

    The full dataset migrates against Twenty. A delta-pickup window (typically 24–48 hours after the primary run) captures any records modified in Wise Agent during the cutover window. FlitStack uses the sourceSystemId custom field for de-duplication so updated records overwrite rather than duplicate. Audit logs capture every operation. One-click rollback reverts the Twenty workspace to its pre-migration state if reconciliation fails. Post-migration, your team re-uploads files using the attachment manifest CSV and rebuilds drip campaigns from the exported blueprint.

  5. Deliver drip campaign blueprint and attachment manifest

    Alongside the migrated data, FlitStack delivers two reference exports: a JSON file containing all Wise Agent drip campaign definitions (campaign name, step sequence, delay days, step type, body copy, and trigger conditions) formatted for use as a Twenty Workflows rebuild guide, and a CSV manifest of all file attachments with record type, record ID, file name, original URL, and file size. Your admin uses these to complete the post-migration configuration without hunting for source data in Wise Agent.

Platform deep dives

Context on both ends of the pair

Wise Agent logo

Wise Agent

Source

Strengths

  • Flat monthly pricing with no per-seat fees makes it the lowest-cost entry point among all-in-one real estate CRMs.
  • Native transaction management with checklists and templates eliminates the need for separate deal-tracking spreadsheets.
  • All-in-one platform consolidates email marketing, text campaigns, landing pages, and CRM into one subscription.
  • High customer service rating (4.6/5) with real human support available around the clock.
  • Same-day setup with complimentary onboarding assistance gets agents productive without a lengthy implementation.

Weaknesses

  • Data entry workflows are tedious with excessive clicks, a pain point across multiple verified user reviews.
  • Transaction template configuration is complicated and requires significant setup time to personalize.
  • No native power-dialer integration, requiring agents to use third-party calling tools for high-volume outbound campaigns.
  • Mobile application capabilities are limited compared to competitors, creating friction for field-heavy agents.
  • Permission controls are coarse on the base plan, making it difficult for larger teams to enforce role-based access.
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. 2 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 Wise Agent and Twenty CRM.

  • Object compatibility

    B

    2 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

    Wise Agent: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Wise Agent 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 Wise Agent to Twenty CRM data migrations

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

Can't find your answer?

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Book a free 30 minute consultation

Most Wise Agent to Twenty migrations complete in 48–72 hours of clock time for datasets under 50,000 total records. Larger setups with over 500,000 records or complex transaction checklist schemas extend to 5–7 days. The longest single step is preparing the Twenty workspace with custom fields and verifying import ordering. Transaction checklist mapping validation during the sample migration run typically adds 4–8 hours before the full run commits.

Adjacent paths

Related migrations to explore

Ready when you are

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