CRM migration

Migrate from BoldTrail BackOffice to Twenty CRM

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

BoldTrail BackOffice logo

BoldTrail BackOffice

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

100%

14 of 14

objects map 1:1 between BoldTrail BackOffice and Twenty CRM.

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

BoldTrail BackOffice is a real-estate brokerage operations platform built around transaction management, commission automation, agent billing, and QuickBooks synchronization. It stores contacts and companies in a lightweight CRM layer, but its core value — commission plans, transaction-stage workflows, and split logic — lives in its back-office engine. Twenty CRM is a modern open-source CRM with standard People, Companies, and Opportunities objects, a GraphQL API, CSV import via the UI, and a growing workflow builder. It has no native commission structures, no real-estate-specific deal stages, and no QuickBooks integration. The migration carries over everything BoldTrail stores as structured data: contacts, companies, agents, transactions, and any active custom fields. Commission plans, split percentages, invoice records, and agent billing history get preserved as custom objects in Twenty so the data is searchable, even if the commission calculation logic must be rebuilt manually. Workflows, automations, and the BoldTrail-to-QuickBooks sync do not transfer — FlitStack AI exports their configuration as JSON for your admin to reference when rebuilding.

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

BoldTrail BackOffice logo

BoldTrail BackOffice

What's pushing teams away

  • Customers report persistent system failures, bugs, and instability that interrupt daily transaction workflows and cause operational delays.
  • Support tickets take weeks to resolve with minimal communication, leaving brokers without fixes for critical functionality issues.
  • MFA security failures—login codes sent to wrong agents' phones—signal deeper infrastructure concerns that make some brokerages question data safety.
  • A steep learning curve and inconsistent UI organization frustrate agents who need to move quickly through transaction stages.
  • Some customers feel the platform is overpriced relative to competitors given the reliability concerns reported in reviews.

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 BoldTrail BackOffice objects map to Twenty CRM

Each row shows how a BoldTrail BackOffice 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.

BoldTrail BackOffice

Contact

maps to

Twenty CRM

People

1:1
Fully supported

BoldTrail contacts map 1:1 to Twenty People records. The email address is used as the unique identifier for import and for resolving duplicate records. Contacts without an email are assigned a generated placeholder so they land in Twenty and can be manually linked.

BoldTrail BackOffice

Contact.company

maps to

Twenty CRM

Companies

1:1
Fully supported

BoldTrail stores company names on the contact record. FlitStack extracts unique company names, creates a Company record in Twenty, and back-links the People record via the companyId relation. Company domains, where present, populate the Companies website field.

BoldTrail BackOffice

Company (BoldTrail standalone company records)

maps to

Twenty CRM

Companies

1:1
Fully supported

BoldTrail also supports standalone company records. These map to Twenty Companies directly. If a standalone company shares a name with a company extracted from a contact, the records are merged into a single Twenty Company.

BoldTrail BackOffice

Transaction

maps to

Twenty CRM

Opportunity

1:1
Fully supported

BoldTrail transactions are the core data unit in BackOffice — each represents a real estate deal with a property address, sale price, stage, and agent assignment. Each transaction maps to one Twenty Opportunity. BoldTrail's transaction ID is stored as Source_System_ID__c on the Opportunity for traceability.

BoldTrail BackOffice

Transaction.stage

maps to

Twenty CRM

Opportunity.stageName

1:1
Fully supported

BoldTrail's real-estate-specific stages (Under Contract, Inspection, Closing) have no direct Twenty equivalent. We map them to Twenty's generic Opportunity stage values: 'Proposal' for Under Contract, 'Negotiation' for Inspection, and 'Closed Won' for Closing, preserving the original BoldTrail stage name in a custom field for reporting continuity.

BoldTrail BackOffice

Transaction.property_address

maps to

Twenty CRM

Opportunity (custom address field)

1:1
Fully supported

Twenty Opportunities do not have a native address field. The transaction property address is stored as a custom text field on the Opportunity so agents can identify which property the deal relates to. If your brokerage uses multiple address components (street, city, state, zip), these are concatenated into a single formatted string.

BoldTrail BackOffice

Transaction.total_commission

maps to

Twenty CRM

Opportunity (custom commission field)

1:1
Fully supported

BoldTrail calculates total commission per transaction based on the commission plan and agent split. This dollar amount migrates to a custom currency field on the Twenty Opportunity so reporting can still reference commission values without recalculating them.

BoldTrail BackOffice

Agent

maps to

Twenty CRM

WorkspaceMember (people-side reference)

1:1
Fully supported

BoldTrail agents map to Twenty WorkspaceMembers by email. FlitStack resolves BoldTrail agent IDs on transactions to the corresponding Twenty user. If an agent does not yet have a Twenty account, their records are assigned to a fallback owner and flagged for admin review before go-live.

BoldTrail BackOffice

CommissionPlan

maps to

Twenty CRM

Custom Object: CommissionPlan

1:1
Fully supported

BoldTrail commission plans define the rules (percentage, cap, tier) that govern how agents are paid per transaction. Twenty has no commission calculation engine. We preserve each plan's configuration as a record in a CommissionPlan custom object, linking it to the relevant agents so admins can reference the source plan when rebuilding commission logic manually.

BoldTrail BackOffice

CommissionSplit

maps to

Twenty CRM

Custom Object: CommissionSplit

1:1
Fully supported

BoldTrail commission splits define what percentage of the commission each agent (or team) receives per transaction. Each split migrates as a record in a CommissionSplit custom object with fields for agent, transaction reference, split percentage, and calculated payout amount. The Opportunity record links to its related split records.

BoldTrail BackOffice

Invoice / AgentBilling

maps to

Twenty CRM

Custom Object: AgentInvoice

1:1
Fully supported

BoldTrail generates invoices for agent payouts based on closed transactions. These migrate as records in an AgentInvoice custom object with fields for invoice number, agent, amount, date, and payout status. Twenty has no accounting module — this data serves as a historical record for audit purposes.

BoldTrail BackOffice

Attachment / Document

maps to

Twenty CRM

Files

1:1
Fully supported

BoldTrail stores transaction documents (contracts, disclosures, e-signatures). Files attached to a transaction are downloaded and re-uploaded to Twenty's Files system, linked to the corresponding Opportunity record. File size limits in Twenty's storage tier apply.

BoldTrail BackOffice

CustomField

maps to

Twenty CRM

CustomField

1:1
Fully supported

BoldTrail custom fields per contact, company, or transaction map to custom fields on the corresponding Twenty object. Custom fields must be created in Twenty's Settings → Data Model before the migration runs — FlitStack delivers a field-creation manifest as part of the setup plan.

BoldTrail BackOffice

SmartCampaign / Playbook

maps to

Twenty CRM

Workflow (reference export only)

1:1
Fully supported

BoldTrail Smart Campaigns and playbooks are automation logic with trigger conditions, action sequences, and enrollment rules. Twenty's workflow builder does not import these. FlitStack exports each Smart Campaign's configuration as a JSON file so your admin can reference it when building equivalent automations in Twenty.

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.

BoldTrail BackOffice logo

BoldTrail BackOffice gotchas

High

No documented public API or bulk export for self-service data extraction

High

MFA security misrouting exposes agent account credentials

Medium

QuickBooks sync records are non-portable

Medium

Complex commission split overrides may not map cleanly

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

  • Real-estate transaction stages have no native Twenty equivalent

    BoldTrail's transaction lifecycle uses stages specific to real estate closings — 'Under Contract', 'Inspection', 'Appraisal', 'Closing' — with automated commission triggers on each transition. Twenty's Opportunity object ships with a generic sales-stage pick-list (New, Qualified, Proposal, Negotiation, Closed Won, Closed Lost). There is no way to add real-estate-specific stages natively in Twenty without a code-level schema modification to the GraphQL metadata. FlitStack AI maps each BoldTrail stage to the closest Twenty equivalent and preserves the original stage name in a custom field (Original_Transaction_Stage__c) on the Opportunity so reporting reflects the actual real estate pipeline. Commission trigger logic must be rebuilt manually in Twenty's workflow builder or as a custom action via the GraphQL API.

  • Commission plans, splits, and agent billing have no native Twenty object

    BoldTrail BackOffice's primary value proposition is its commission calculation engine — agent-specific plans, tiered split percentages, cap rules, and next-day ACH disbursements all live in BackOffice. Twenty has no commission object and no disbursement automation. Every commission plan, agent split, and agent invoice must be stored as custom records in Twenty custom objects (CommissionPlan__c, CommissionSplit__c, AgentInvoice__c) created during migration setup. The commission calculation logic — which agents get what percentage at which transaction stage — does not transfer and must be rebuilt by your admin using Twenty's workflow builder or by extending the platform via the SDK.

  • Twenty requires custom objects to be created before import runs

    Unlike BoldTrail which accepts custom field definitions at any time, Twenty enforces a strict sequencing rule: all custom objects and custom fields must exist in Settings → Data Model before any CSV import that references them. If a custom object is missing, the import will fail silently on any record that references it. FlitStack AI delivers a complete schema setup manifest — a step-by-step guide for your Twenty admin to create CommissionPlan__c, CommissionSplit__c, AgentInvoice__c, and all custom Opportunity and People fields — before the migration data is loaded. This manifest is reviewed and approved during the planning phase.

  • BoldTrail Smart Campaigns and playbooks do not migrate

    BoldTrail Smart Campaigns automate lead nurture sequences with enrollment triggers, time delays, and action steps. Playbooks guide agents through listing and closing workflows. Twenty's workflow builder supports basic automations (field updates, task creation, notification sends) but does not import BoldTrail's campaign logic. FlitStack AI exports every Smart Campaign and Playbook as a JSON configuration file — your admin receives this as a reference document for rebuilding equivalent sequences in Twenty. The export includes trigger conditions, enrollment filters, step order, and action definitions so the manual rebuild is a translation exercise rather than a from-scratch design.

  • BoldTrail-to-QuickBooks sync and back-office accounting do not transfer

    BoldTrail BackOffice includes a complete chart of accounts, agent ledger entries, commission disbursement tracking, and a native QuickBooks Online sync that posts journal entries automatically. Twenty CRM has no accounting module and no QuickBooks integration. If your brokerage relies on BoldTrail's accounting data for audits, GCI reporting, or tax filings, that data is preserved as records in custom objects (AgentInvoice__c) but the automated journal entry creation and bank reconciliation workflows do not transfer. Your team will need to maintain accounting in QuickBooks directly or evaluate a dedicated accounting connector for Twenty post-migration.

Migration approach

Six steps for a successful BoldTrail BackOffice to Twenty CRM data migration

  1. Create Twenty custom objects and fields before migration

    Before any data moves, your Twenty admin creates the custom objects required for BoldTrail's commission and accounting data: CommissionPlan__c, CommissionSplit__c, and AgentInvoice__c. Custom fields on Opportunity (Property_Address__c, Original_Transaction_Stage__c, Total_Commission__c) and on People (Source_System_ID__c) are also created at this stage. FlitStack AI delivers a schema setup manifest listing every object, field name, field type, and pick-list value so nothing is missed. This manifest is reviewed and approved in a planning call before execution begins.

  2. Export BoldTrail data via API and map to Twenty schema

    FlitStack AI pulls data from BoldTrail using your account-level API token, exporting contacts, companies, agents, transactions, commission plans, commission splits, and invoice records in paginated batches to avoid rate-limit hits. Each record is mapped to its Twenty equivalent using the field mapping table: contacts to People (with companyId resolution), companies to Companies, transactions to Opportunities, and commission data to the three custom objects. Stage value mappings are applied per the value-mapping table. Duplicate records are flagged by email for review before the import runs.

  3. Resolve agent-to-user relationships by email

    BoldTrail agent IDs on transactions must link to Twenty WorkspaceMembers so the Opportunity owner field populates correctly. FlitStack AI matches BoldTrail agent email addresses against Twenty user accounts. Agents who do not yet have a Twenty account are flagged and assigned to a fallback owner so the migration does not block. The agent resolution report is delivered to your admin before cutover so you can invite remaining agents to Twenty and reassign records if needed.

  4. Run a sample migration with field-level diff

    A representative slice — typically 100–300 records across contacts, companies, transactions, and agent relationships — migrates first. FlitStack AI generates a field-level diff comparing the source BoldTrail record against the resulting Twenty record, showing every field that was mapped, transformed, or stored as a custom field. This diff is reviewed by your admin to verify commission amounts, stage mappings, and agent resolution before the full run commits.

  5. Execute full migration with delta-pickup window

    The full migration loads all BoldTrail records into Twenty. A delta-pickup window — typically 24–48 hours — captures any BoldTrail records created or modified during the cutover period. FlitStack AI runs a final reconciliation report comparing record counts and key field values between the source and destination. An audit log records every operation, and one-click rollback is available if the reconciliation identifies critical discrepancies.

Platform deep dives

Context on both ends of the pair

BoldTrail BackOffice logo

BoldTrail BackOffice

Source

Strengths

  • Centralized transaction, commission, and accounting management in one cloud platform
  • Automatic commission calculations with support for complex agent split structures
  • Next-day ACH disbursements for agent payouts
  • Built-in QuickBooks integration for ledger sync
  • Scalable from small brokerages to teams of 5,000+ agents

Weaknesses

  • No publicly documented public API schema or bulk export endpoint for self-serve migration
  • Pricing is opaque—requires direct sales contact with no published tiers
  • Support responsiveness is a consistent pain point in negative reviews
  • Reported system stability issues and bugs disrupt transaction workflows
  • MFA infrastructure failures have exposed agent account data to the wrong users
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 BoldTrail BackOffice 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

    BoldTrail BackOffice: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your BoldTrail BackOffice 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 BoldTrail BackOffice to Twenty CRM data migrations

Answers to the questions buyers ask most during BoldTrail BackOffice 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 BoldTrail to Twenty migrations complete within 48–72 hours of clock time for under 50,000 total records (contacts, companies, transactions, commission splits). Larger setups with 500k+ records or complex multi-tier commission structures extend to 5–7 days. The longest planning step is creating the custom objects and fields in Twenty's Data Model before import — allow 3–5 business days for your admin to review and create the schema manifest FlitStack delivers before data moves.

Adjacent paths

Related migrations to explore

Ready when you are

Move from BoldTrail BackOffice.
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