CRM migration

Migrate from Leaf360 to Odoo CRM

Field-level mapping, validation, and rollback between Leaf360 and Odoo CRM. We move data and schema; workflows are rebuilt natively in Odoo CRM.

Leaf360 logo

Leaf360

Source

Odoo CRM

Destination

Odoo CRM logo

Compatibility

100%

11 of 11

objects map 1:1 between Leaf360 and Odoo CRM.

Complexity

BStandard

Timeline

24–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Leaf360 is a mortgage-vertical CRM that stores contacts, companies, deals, referral logs, and custom properties tied to the mortgage origination lifecycle. Its data model is purpose-built for loan officers: referral source tracking, rate-lock status, and AI-scored lead routing are core objects rather than add-ons. Odoo CRM uses a two-object model — crm.lead for both leads and opportunities, with a type field distinguishing one from the other — and stores partner information in res.partner independently. The migration challenge is translating Leaf360's vertical mortgage fields (loan officer assignment, referral source, rate-lock stage) into Odoo's general-purpose custom fields on crm.lead, while correctly mapping Leaf360 pipeline stages to Odoo's crm.stage model. We pull data from Leaf360 via its REST API, apply field-level transformation, and load into Odoo through XML-RPC using the destination tenant's credentials. Workflows, referral-automation rules, and AI-routing configurations do not have Odoo equivalents — we export the rule definitions as a JSON specification your Odoo admin can use to rebuild them in Odoo Studio or via custom modules. All contacts land in res.partner, all deals land in crm.lead, and all custom mortgage-specific properties migrate as ir.model.fields on crm.lead.

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

Leaf360 logo

Leaf360

What's pushing teams away

  • Teams outgrowing the platform report limited scalability and fewer advanced features compared to established mortgage CRM competitors with longer product histories.
  • Some users note that further customisation options and deeper automation controls would improve the platform for complex multi-state or multi-branch lending operations.
  • A desire for more robust reporting and analytics dashboards is mentioned in reviews, with users indicating the current offering is functional but not comprehensive.

Choosing

Odoo CRM logo

Odoo CRM

What's pulling them in

  • Teams choose Odoo CRM for its modular architecture — one base install with one-click app additions means they can adopt CRM alone and add accounting, inventory, or sales later as the business grows.
  • Small businesses pick Odoo because the Community edition is free and open-source, with no per-user or contact limits, allowing full evaluation before committing to a paid Enterprise tier.
  • The drag-and-drop Kanban pipeline and AI lead scoring are highlighted across G2 reviews as concrete features that make lead management faster and more visual than spreadsheet-based workflows.
  • Odoo's native integration with email, live chat, SMS, VoIP, and WhatsApp means inbound leads from multiple channels feed into a single pipeline without third-party middleware.
  • Companies in retail, supply chain, and construction value that Odoo's CRM module shares the same PostgreSQL database and UI as its ERP modules, eliminating data silos between sales and operations.

Object mapping

How Leaf360 objects map to Odoo CRM

Each row shows how a Leaf360 object lands in Odoo CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Leaf360

Contact

maps to

Odoo CRM

res.partner

1:1
Fully supported

Leaf360 contacts map directly to Odoo res.partner records. The crm.lead record will reference the same partner ID once the opportunity is created. Email, phone, and address fields map 1:1. Leaf360 contacts without a company association land as individual partners with company_type = 'person'.

Leaf360

Company

maps to

Odoo CRM

res.partner (company-type)

1:1
Fully supported

Leaf360 company records map to res.partner with company_type = 'company'. The partner_id of the associated Leaf360 contact is set to the newly created company partner record. Parent-company hierarchies in Leaf360 map to the child_ids relationship on the parent res.partner record in Odoo.

Leaf360

Deal / Pipeline

maps to

Odoo CRM

crm.lead

1:1
Fully supported

Leaf360 deals map to Odoo crm.lead records. The is_opportunity boolean is set to True for deals that represent active mortgage applications. Pipeline name in Leaf360 becomes the name field on the crm.lead, and pipeline stage names map to existing or newly created crm.stage records within the assigned crm.team.

Leaf360

Pipeline Stage

maps to

Odoo CRM

crm.stage

1:1
Fully supported

Each Leaf360 pipeline stage (Pre-Qualified, Submitted, Underwriting, Rate Locked, Closed) maps to a named crm.stage record within the appropriate crm.team. Stage sequence and probability values are set per stage in Odoo. If the target Odoo installation already has stages, we apply a value-mapping table; new stages are created during schema setup.

Leaf360

Referral Source

maps to

Odoo CRM

Custom Char field on crm.lead

1:1
Fully supported

Leaf360's referral-source field has no native Odoo CRM equivalent. We create a custom Char field (x_referral_source) on crm.lead. If the referral is a named partner in Leaf360, we attempt to match it to an existing res.partner record in Odoo; unmatched referral names are stored as plain text in x_referral_source.

Leaf360

Referral Partner

maps to

Odoo CRM

res.partner (referral type)

1:1
Fully supported

Named referral partners from Leaf360 are created as res.partner records with a custom tag or category (x_partner_type = 'referral'). The crm.lead's x_referral_source field references the partner by name. This allows Odoo users to click through from the opportunity to the referral partner's full record.

Leaf360

Activity (Call / Email / Note)

maps to

Odoo CRM

mail.message

1:1
Fully supported

Leaf360 logged calls, emails, and notes are migrated as mail.message records attached to the corresponding crm.lead using res_model='crm.lead' and res_id set to the lead's ID. The subtype_id field records the interaction type (call, email, or note). Both the original created_at timestamp and the owner_id (author) from Leaf360 are retained in the message record.

Leaf360

Attachment / File

maps to

Odoo CRM

ir.attachment

1:1
Fully supported

Leaf360 file attachments are fetched via the platform's file API, then stored as ir.attachment records in Odoo, with res_model set to 'crm.lead' and res_id referencing the destination lead ID. The original filename and content type are preserved. Odoo's filestore enforces a default 25 MB per‑file limit; any attachment exceeding this threshold is flagged for manual handling and its source URL is recorded in a custom Char field (x_source_file_url) for later retrieval.

Leaf360

User / Owner

maps to

Odoo CRM

res.users

1:1
Fully supported

Leaf360 owner_id values are resolved by email match against res.users in the destination Odoo tenant. Unmatched owners are flagged before migration; your Odoo admin either creates matching user accounts or assigns those records to a fallback owner (typically the admin user). No record lands without a valid Odoo user_id.

Leaf360

Custom Properties

maps to

Odoo CRM

ir.model.field (custom)

1:1
Fully supported

Leaf360 custom fields returned by /api/v2/custom-fields are enumerated and mapped to Odoo ir.model.field records. Each field is created on crm.lead (or res.partner for contact-level properties) with the matching field type — Char, Selection, Float, Date, Datetime, Many2one, etc. Fields are exposed in the Odoo Studio UI after migration so your admin can arrange them on the form view.

Leaf360

Lead Status / Lifecycle

maps to

Odoo CRM

crm.lead.stage_id + custom field

1:1
Fully supported

Leaf360 lifecycle-stage values beyond simple Open/Closed are mapped to corresponding crm.stage names in Odoo, using a value‑mapping table that respects the order and probability defined for each stage. To preserve the moment of a stage change, a custom Datetime field called x_lifecycle_changed_date is added to crm.lead, storing the timestamp of the most recent transition captured from Leaf360. This enables audit trails and historical reporting without relying on Odoo's default create_date.

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.

Leaf360 logo

Leaf360 gotchas

High

No public API for data export

High

Workflow automations do not export

Medium

Integration OAuth tokens are non-transferable

Medium

Referral Partner objects require schema mapping

Low

Custom field scoping is required upfront

Odoo CRM logo

Odoo CRM gotchas

High

Odoo.sh version gating blocks assisted migrations from trial

High

Enterprise modules fail to install on Community after database restore

Medium

Custom module view inheritance breaks between Odoo major versions

Medium

Custom fields risk losing their application context on Community

Low

API access for Community is gated behind the Custom Plan

Pair-specific challenges

  • Odoo crm.lead merges leads and opportunities into one object — stage sequencing requires team-level planning

    Odoo does not separate leads from opportunities at the object level; both live in crm.lead with an is_opportunity flag. This means Leaf360 pipeline stages (Pre-Qualified, Submitted, Underwriting) must map to crm.stage records scoped to the appropriate crm.team. If your Leaf360 account uses multiple pipelines across different loan officer teams, each pipeline must become a separate crm.team in Odoo so stage sequences do not conflict. We deliver a team-and-stage mapping plan before data loads so your Odoo admin can pre-create the team structure. Without this planning, stage pick-list values bleed across teams and Kanban views show incorrect stage sequences.

  • Leaf360 referral and mortgage-specific fields require Odoo custom fields before data lands

    Leaf360 stores referral_source, rate_lock_status, and loan_amount as standard or custom properties on contacts and deals. Odoo CRM has no native fields for these concepts — they must be created as ir.model.field records before migration. Creating 10–20 custom fields via Odoo Studio manually is time-consuming and error-prone. FlitStack AI enumerates every Leaf360 custom field via the /api/v2/custom-fields endpoint and delivers a custom-field creation script (Python/Odoo XML) your admin runs in developer mode before migration. Fields created post-migration require re-loading the affected records.

  • Odoo Community lacks a REST API out of the box — JSON-RPC requires Enterprise or a rated plan

    Leaf360 exposes a standard REST API v2 with OAuth2 authentication, making extraction straightforward. Odoo Community ships only with XML-RPC (the older xmlrpc/2/common and xmlrpc/2/object endpoints). While XML-RPC is functionally capable for bulk data loading, it requires different client libraries than REST and has different error-handling semantics. If your destination Odoo tenant is on Community with no rated plan, you must use XML-RPC. If you intend to use Odoo's JSON-RPC (jsonrpc endpoint) for future integrations, you need Odoo Enterprise — this decision affects the migration tooling chosen and should be confirmed before scoping begins.

  • Odoo lead-to-opportunity conversion drops custom field values unless the OCA module is installed

    When an Odoo crm.lead is converted to an opportunity (or vice versa), the standard conversion wizard in Odoo Community copies only the standard fields — custom fields on crm.lead are not transferred to the resulting quotation or sale order. Leaf360 referral-source and rate-lock data on a deal that is converted to a sale order in Odoo will not automatically propagate. If your workflow involves converting mortgage applications to closed loans in Odoo Sales, install the OCA module crm_claim or a custom field-mapping module before go-live. FlitStack can install the OCA module as a pre-migration step if your Odoo instance has module-installation rights.

  • Leaf360 API pagination caps at 1,000 records per page — large datasets require multi-page iteration

    Leaf360's REST API returns paginated results with a maximum page size of 1,000 records per request (documented in the /api/v2/custom-fields endpoint). For accounts with 50,000+ contacts and deals, extraction requires iterating through paginated cursors using the 'after' parameter or page offset. This is not a blocker but extends the extraction phase of the migration by a factor proportional to total record count divided by 1,000. FlitStack's extraction layer handles cursor-based pagination automatically and resumes from the last checkpoint if the extraction is interrupted.

Migration approach

Six steps for a successful Leaf360 to Odoo CRM data migration

  1. Audit Leaf360 data and enumerate the Odoo destination schema

    FlitStack AI connects to your Leaf360 account via OAuth2 and runs a full object audit: counts of contacts, companies, deals, activities, and custom fields. Simultaneously, we inspect the destination Odoo tenant — identifying existing crm.team records, crm.stage stages, and installed modules. We output a migration scope document listing record counts per object, any custom fields that require Odoo ir.model.field creation, and a preliminary owner-resolution report showing which Leaf360 owner emails match existing Odoo users.

  2. Create Odoo custom fields and schema scaffolding

    We deliver a Python script (compatible with Odoo Studio or direct database execution in developer mode) that creates all required custom fields on crm.lead and res.partner before data lands. Fields include x_referral_source (Char), x_rate_lock_status (Selection), x_loan_amount (Float/Monetary), and any other Leaf360 custom properties surfaced in the audit. The script also pre-creates crm.team records and crm.stage records mapped to your Leaf360 pipeline structure. Your Odoo admin runs this in a staging environment first; FlitStack reviews the output before the same script runs against production.

  3. Run a sample migration with field-level diff

    A representative slice of 200–500 records migrates first — spanning contacts, companies, deals across multiple stages, and a sample of activities. We generate a field-level diff comparing each source field to its destination value, flagging any transformation failures (unresolved foreign keys, missing pick-list values, truncated text). This diff is reviewed jointly with your team before the full run. Owner resolution gaps are closed in this phase: either Odoo user accounts are created for missing owners, or a fallback owner is designated.

  4. Execute full migration with delta-pickup window

    The full data set migrates using Odoo's XML-RPC API (or JSON-RPC for Enterprise tenants). Foreign-key dependencies are respected: companies → res.partner, contacts → res.partner, then deals → crm.lead with correct partner_id and team_id references. A delta-pickup window (24–48 hours from go-live signal) captures any Leaf360 records modified or created during the cutover. All operations are written to an audit log with source record ID, destination record ID, operation type, and timestamp.

  5. Validate, reconcile, and deliver rollback capability

    Post-migration validation runs a record-count check per object, a null-field check on required destination fields, and a random-sample spot-check of field values against source records. If reconciliation fails any threshold, one-click rollback reverts the destination to its pre-migration snapshot. We deliver a final reconciliation report and a rebuild reference JSON file containing all exported Leaf360 workflow definitions for your Odoo admin to reconstruct in Odoo Studio.

Platform deep dives

Context on both ends of the pair

Leaf360 logo

Leaf360

Source

Strengths

  • Purpose-built for mortgage with referral tracking, lead management, and loan pipeline views in one vertical tool.
  • AI-enabled assistant embedded within the CRM for automating follow-up sequences and task creation.
  • Native integrations with Follow Up Boss, Lending Pad, CanopyTPO, and Arive reduce switching costs for teams already using these tools.
  • White-glove onboarding support from a small, responsive founding team — reviewers specifically name Nicolas Mourra and Chris as helpful contacts.
  • Customisable pipelines and workflow templates pre-built for the mortgage lifecycle reduce initial setup friction.

Weaknesses

  • No publicly documented API or developer portal — programmatic data export is not supported, making migration highly dependent on manual processes or direct data reads.
  • Limited public review volume (4 verified reviews on G2) makes independent product evaluation difficult.
  • Pricing appears to be single-tier per-user at $59/month with no published plans for volume discounts, team tiers, or enterprise features.
  • The product is early-stage (founded 2023) with a small team, which may present long-term viability and support continuity concerns for larger lenders.
  • No community forum, public roadmap, or documented API rate limits publicly available.
Odoo CRM logo

Odoo CRM

Destination

Strengths

  • Modular open-source architecture lets teams start with CRM and add ERP apps as needs grow, all sharing one PostgreSQL database.
  • Free Community edition with no contact limits and full source code access means zero licensing cost for evaluation and small deployments.
  • Drag-and-drop Kanban pipeline with AI lead scoring gives a visual, prioritized view of the sales funnel without requiring custom configuration.
  • Native integrations with email, live chat, SMS, VoIP, WhatsApp, and social media feed all inbound leads into a single unified inbox.
  • Active Odoo Community Association (OCA) maintains dozens of community-maintained modules on GitHub for extended functionality.

Weaknesses

  • Gmail and email integration reliability is a recurring complaint — threads drop and conversations scatter across inboxes, disrupting sales team workflows.
  • Enterprise edition pricing stacks quickly: multiple apps at per-user rates ($25–$50/user/month) plus Odoo.sh hosting costs more than many SMBs anticipate.
  • Setup and configuration complexity increases significantly once custom fields, automation rules, and multiple installed modules are in play.
  • Odoo.sh trial databases run on a version (e.g., 18.3) that is not directly migratable to Odoo.sh, blocking the assisted migration path Odoo advertises.
  • Version upgrades between major Odoo releases (e.g., 17→18) frequently break custom module view definitions and XPath expressions, requiring manual remediation.

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 Leaf360 and Odoo 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

    Leaf360: Not publicly documented..

  • Data volume sensitivity

    B

    Leaf360 doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Leaf360 to Odoo 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 Leaf360 to Odoo CRM data migrations

Answers to the questions buyers ask most during Leaf360 to Odoo CRM migration scoping. Not seeing yours? Book a call.

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Most Leaf360-to-Odoo migrations complete within 24–72 hours of clock time for accounts under 10,000 records with fewer than 20 custom fields. Accounts exceeding 50,000 total records or with more than 30 custom fields extend to 5–10 business days, primarily because Odoo custom-field creation via Studio is a per-field UI operation that cannot be batched. The longest single step is typically Odoo schema setup — creating crm.team and crm.stage records per Leaf360 pipeline — which is done manually by your admin using FlitStack's scaffolding script and reviewed before data lands.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Leaf360.
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