CRM migration
Field-level mapping, validation, and rollback between Contlo and Odoo CRM. We move data and schema; workflows are rebuilt natively in Odoo CRM.
Contlo
Source
Odoo CRM
Destination
Compatibility
11 of 13
objects map 1:1 between Contlo and Odoo CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Contlo is an AI-native marketing automation platform that organizes its data around customer profiles and behavioral segments. Odoo CRM is the sales module within the Odoo ERP suite, which also covers accounting, inventory, and purchase orders. The migration is a platform-family transition: Contlo's Contact and Segment model maps to Odoo's res.partner and crm.lead objects, but the schema shapes differ enough that segment membership, automation enrollment state, and campaign history require explicit transformation rather than a direct field copy. We preserve Contlo segment tags as Odoo contact tags, map campaign metadata to Odoo mass.mailing records, and deliver a written automation inventory for the customer to rebuild in Odoo. The Contlo Brand AI Model is a proprietary artifact that cannot migrate and must be recreated from scratch in the destination system. Odoo support quality is a documented concern in the Odoo community; we do not migrate workflows as code and do not provide post-migration admin support.
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 Contlo 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.
Contlo
Contact
Odoo CRM
res.partner and crm.lead
1:manyContlo Contacts map to Odoo res.partner (qualified customers and companies) and crm.lead (unqualified prospects). We apply a split rule based on Contlo lifecycle and engagement data: Contacts with high engagement scores and recent campaign interactions become Odoo crm.lead records; Contacts that are established buyers or have deal history become res.partner attached to a parent company record. The split rule is defined during scoping and applied as the first transformation step. All original Contlo contact properties migrate as custom fields on both objects for audit traceability.
Contlo
Segment
Odoo CRM
res.partner.tags
1:1Contlo Segments are behavioral groupings used to target automations. We preserve segment membership as Odoo res.partner tags (ir.model.data records linked via res.partner.category) on the Contact migration. Segment names and member counts are preserved as tag labels. Segment rule logic (AND/OR conditions, behavioral filters) is extracted as structured data in the written automation inventory for the customer to rebuild as Odoo server actions or CRM stage triggers.
Contlo
Company
Odoo CRM
res.partner (company_type = company)
1:1Contlo Companies map to Odoo res.partner with company_type = company. The Contlo company domain becomes the Website field on res.partner and is used as the dedupe key during import. Parent-child company relationships in Contlo map to Odoo's parent_id reference on res.partner. Company is created before any Contact import so that the partner_id Lookups are satisfied at Contact insert time.
Contlo
Campaign (Email/SMS)
Odoo CRM
mailing.mailing
1:1Contlo Email and SMS campaigns map to Odoo mass.mailing records. Campaign name, subject, sender identity, and body content migrate as mailing.mailing fields (subject, body_html, mailing_model_id). Campaign delivery statistics (sent, delivered, opened, clicked, bounced) migrate as mailing.trace records linked to the recipient partner or lead. SMS campaign content migrates separately with mailing.mailing.mailing_type = sms.
Contlo
Automation
Odoo CRM
CRM Stage + Server Action (documented rebuild)
lossyContlo automations are event-triggered flows with conditional branching, time delays, and multi-step actions. Odoo CRM uses stage-based workflows and server actions. We extract the full automation graph as structured data including trigger type, conditions, action steps, and branch logic. This becomes the written automation inventory delivered to the customer for manual rebuild in Odoo Studio or via custom module development. We do not migrate automations as executable code because the event models differ structurally.
Contlo
Engagement: Email
Odoo CRM
mail.message
1:1Contlo email engagement records (opens, clicks, replies) map to Odoo mail.message records linked to the recipient res.partner or crm.lead via the res_id and model fields. Email content bodies migrate as mail.message body HTML. The original engagement timestamp preserves activity ordering in the Odoo chatter timeline.
Contlo
Engagement: Call
Odoo CRM
crm.phone.call
1:1Contlo call engagement records map to Odoo crm.phone.call if the Odoo CRM installation includes the crm_phone module (available in Odoo Apps). Call duration, disposition, and recording URL migrate to the corresponding crm.phone.call fields. If crm.phone.call is not installed, calls migrate as note records attached to the Contact for timeline visibility.
Contlo
Engagement: Meeting
Odoo CRM
calendar.event
1:1Contlo meeting engagements map to Odoo calendar.event records. Start time, end time, location, and description migrate directly. Attendee relationships map to calendar.attendee records linked to the res.partner or crm.lead participants.
Contlo
Engagement: Task
Odoo CRM
project.task or crm.lead.task
1:1Contlo task engagements map to Odoo project.task records (if project management is in scope) or CRM tasks attached to crm.lead. Task status, priority, due date, and description migrate. Task assignment in Contlo maps to Odoo user_id on the task record via email-based owner resolution.
Contlo
Engagement: Note
Odoo CRM
mail.message (note subtype)
1:1Contlo notes migrate to Odoo mail.message records with message_type = notification and subtype = note. Note content and timestamp preserve. Notes are linked to the parent res.partner or crm.lead via res_id and model for full chatter timeline visibility.
Contlo
Custom Properties
Odoo CRM
ir.model.fields (custom)
1:1Contlo custom fields on Contacts and Segments migrate as Odoo custom fields created via Odoo Studio or XML before data migration begins. We map Contlo field types to Odoo field types: text properties become char or text, numeric properties become float or integer, date properties become date, and multi-select behaviors become many2many or selection fields. All custom fields are created with appropriate validation rules before any records are imported.
Contlo
Brand AI Model Configuration
Odoo CRM
Not migratable
1:1Contlo's brand-owned generative AI Model is trained on the customer's campaign content and behavioral data within Contlo's infrastructure. This model is a proprietary artifact that cannot be exported as a portable data object. We document the AI Model configuration in the migration handoff as an explicit action item for the customer to re-train or recreate in the destination system. This is not a data gap; it is a platform-specific capability that requires manual rebuild.
Contlo
Analytics / Event History
Odoo CRM
mailing.trace and custom stat records
1:1Contlo event-level analytics (opens, clicks, conversions, unsubscribes) migrate as Odoo mailing.trace records linked to the corresponding mailing.mailing and recipient res.partner or crm.lead. We preserve event timestamps for reporting continuity. Conversion event data (purchase events, form submissions) migrates as custom stat records attached to the Contact if Odoo's standard analytics do not cover the specific event type.
| Contlo | Odoo CRM | Compatibility | |
|---|---|---|---|
| Contact | res.partner and crm.lead1:many | Fully supported | |
| Segment | res.partner.tags1:1 | Fully supported | |
| Company | res.partner (company_type = company)1:1 | Fully supported | |
| Campaign (Email/SMS) | mailing.mailing1:1 | Fully supported | |
| Automation | CRM Stage + Server Action (documented rebuild)lossy | Fully supported | |
| Engagement: Email | mail.message1:1 | Fully supported | |
| Engagement: Call | crm.phone.call1:1 | Fully supported | |
| Engagement: Meeting | calendar.event1:1 | Fully supported | |
| Engagement: Task | project.task or crm.lead.task1:1 | Fully supported | |
| Engagement: Note | mail.message (note subtype)1:1 | Fully supported | |
| Custom Properties | ir.model.fields (custom)1:1 | Mapping required | |
| Brand AI Model Configuration | Not migratable1:1 | Not supported | |
| Analytics / Event History | mailing.trace and custom stat records1:1 | Mapping required |
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.
Contlo gotchas
Free tier enforces 'Powered by Contlo' branding
Contact volume limits are tier-gated
Brand AI Model is non-portable
Automation branching logic may not translate 1:1
Odoo CRM gotchas
Odoo.sh version gating blocks assisted migrations from trial
Enterprise modules fail to install on Community after database restore
Custom module view inheritance breaks between Odoo major versions
Custom fields risk losing their application context on Community
API access for Community is gated behind the Custom Plan
Pair-specific challenges
Migration approach
Discovery and Odoo environment preparation
We audit the Contlo workspace across objects (Contacts, Companies, Segments, Campaigns, Automations, Engagements, Custom Properties), contact volume, segment count, active automation count, and campaign engagement volume. In parallel, we review the destination Odoo installation: Odoo edition (Community or Enterprise), installed apps (CRM, Project, Accounting, Inventory), existing custom fields, and pipeline stage configuration. We set up Odoo users and assign appropriate access rights. The discovery output is a written migration scope document with object counts, a preliminary field mapping, and the automation inventory request sent to the customer for review.
Data audit and field mapping design
We export Contlo data via the available export mechanisms, run a data quality audit (duplicate detection on email, required field validation, date format normalization), and produce a cleaning report. We design the Odoo field mapping: Contlo Contact properties to res.partner fields and custom fields, Contlo Segments to res.partner.tags, Contlo Companies to res.partner (company_type = company), Contlo campaigns to mailing.mailing, and Contlo engagements to Odoo mail.message, crm.phone.call, calendar.event, and project.task. For any Contlo custom fields, we infer field types from sample data and create the corresponding Odoo custom fields before any data is loaded.
Odoo Sandbox migration and reconciliation
We run a full migration into an Odoo test environment (Sandbox or cloned database) using production-equivalent data volume. The customer's admin reconciles record counts (partners in, leads in, contacts in, campaign records in), spot-checks 25-50 records against the Contlo source for accuracy, and validates that tags, campaign metadata, and engagement timestamps are visible in Odoo's chatter and activity views. Any mapping corrections are applied before production migration begins. This step also surfaces any missing Odoo apps or modules that need to be installed before production.
Owner and user resolution
We extract every distinct owner referenced on Contlo Contact, Company, and Engagement records and match by email against the Odoo destination's res.users table. Any Contlo owner without a matching Odoo user goes to a reconciliation queue for the customer's admin to provision. User provisioning is a manual step that must complete before record import resumes because Odoo requires a valid user_id on most standard records.
Production migration in dependency order
We run production migration in record-dependency order: res.partner records (companies first, then individual contacts with parent_id resolved), crm.lead records (applying the segment-based split rule), mailing.mailing records and mailing.trace history, then Activity history (mail.message, crm.phone.call, calendar.event, project.task) via Odoo's batch write mechanism. Each phase emits a row-count reconciliation report before the next phase begins. Custom fields are populated in the same pass as their parent records to avoid update conflicts.
Cutover, validation, and automation rebuild handoff
We freeze writes to Contlo during the cutover window, run a final delta migration of any records modified during the migration window, then enable Odoo as the system of record. We deliver the written automation inventory and Brand AI Model rebuild document to the customer's admin team. We support a one-week hypercare window where we resolve any reconciliation issues raised by the customer's team. We do not rebuild Contlo automations as Odoo workflows inside the migration scope; that is a separate engagement or an internal admin task. We do not provide post-migration admin support, training, or workflow rebuild as standard scope.
Platform deep dives
Contlo
Source
Strengths
Weaknesses
Odoo CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. All 8 core objects map 1:1 between Contlo and Odoo CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Contlo and Odoo CRM.
Object compatibility
All 8 core objects map 1:1 between Contlo and Odoo CRM.
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
Contlo: Not publicly documented.
Data volume sensitivity
Contlo 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.
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FAQ
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