CRM migration

Migrate from Capsule CRM to Odoo CRM

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

Capsule CRM logo

Capsule CRM

Source

Odoo CRM

Destination

Odoo CRM logo

Compatibility

67%

8 of 12

objects map 1:1 between Capsule CRM and Odoo CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Capsule CRM to Odoo CRM requires resolving a fundamental schema difference: Capsule unifies individual contacts and organisations under a single Party object, while Odoo separates them into Contact and Company records with a many-to-one relationship. We split Parties at migration time using the Party type field, creating Odoo Company records for Organisations and Contact records for individuals linked via the company_id lookup. Capsule Opportunities map to Odoo crm.lead with pipeline stage names, probabilities, expected close dates, and values preserved. Activities (emails, calls, meetings, notes) carry forward as mail.message records linked to the parent Contact, Company, or Opportunity. Capsule Projects migrate as Odoo Project records with milestones translated to Project Tasks bearing a milestone flag; Workflow Automations do not migrate and are documented for Odoo Studio rebuild. The Odoo Community edition provides a free, self-hosted destination; Odoo Online and Enterprise add per-user SaaS licensing from €25 per user per month. We do not migrate automations, forms, or reports as code; we deliver written inventories for the customer's admin to rebuild.

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

Capsule CRM logo

Capsule CRM

What's pushing teams away

  • Teams outgrow Capsule's feature ceiling when they need advanced automation, multi-currency support, or CRM capabilities beyond single-instance sales pipeline management.
  • Enterprise requirements like granular role permissions, SSO enforcement, or audit logging are absent or immature, forcing compliance-conscious teams to migrate elsewhere.
  • Occasional sync issues with third-party integrations cause data freshness problems that frustrate users who rely on real-time contact and calendar accuracy.
  • The platform lacks native marketing automation and advanced reporting dashboards, pushing marketing-heavy teams toward HubSpot or ActiveCampaign.
  • Small teams with fewer than 10 users report that Capsule works well but becomes expensive per-user as headcount grows, narrowing the value proposition.

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 Capsule CRM objects map to Odoo CRM

Each row shows how a Capsule CRM 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.

Capsule CRM

Party (Organisation)

maps to

Odoo CRM

Company (res.partner, company_type = company)

1:1
Fully supported

Capsule Organisation Parties map to Odoo Company records (res.partner with company_type = company). Organisation name becomes the Company name field. Website, address, phone, industry, and any Organisation-level custom fields carry forward. We create Companies first so that the company_id lookup is satisfied when Contact records are inserted in the next phase.

Capsule CRM

Party (Contact)

maps to

Odoo CRM

Contact (res.partner, company_type = individual)

1:many
Fully supported

Capsule Contact Parties map to Odoo Contact records (res.partner with company_type = individual) linked to a Company via the company_id field. We resolve the parent Organisation by matching on Organisation name or domain. Individual name, email, phone, title, tags, and custom fields carry forward. Any Capsule Contact without a parent Organisation creates a standalone Odoo Contact.

Capsule CRM

Opportunity

maps to

Odoo CRM

Opportunity (crm.lead)

1:1
Fully supported

Capsule Opportunities map to Odoo crm.lead with type = opportunity. Pipeline name becomes the Odoo Pipeline name; stage name becomes the Stage value. Probability, expected close date, value, currency, and owner carry forward. Where Capsule Opportunities link to a Party, we carry the partner_id reference after the Company and Contact records are created.

Capsule CRM

Opportunity Stage

maps to

Odoo CRM

Opportunity Stage (crm.stage)

lossy
Fully supported

Capsule pipeline stages map to Odoo CRM Stage records. We pre-create Odoo stages matching Capsule stage names and sequence order, and set the probability percentage on each stage to match Capsule. Stage is configured in the destination Odoo database before any Opportunity records are migrated.

Capsule CRM

Case

maps to

Odoo CRM

Ticket (helpdesk.ticket) or CRM Ticket

1:1
Fully supported

Capsule Cases map to Odoo Helpdesk Tickets if the Helpdesk module is activated, or to CRM Tickets otherwise. Status, priority, assignee, description, and linked Party reference carry forward. Case conversation history migrates as mail.message records linked to the Ticket. Custom fields on Cases resolve via the field-definition endpoint before value casting.

Capsule CRM

Project

maps to

Odoo CRM

Project (project.project)

1:1
Fully supported

Capsule Projects (available on Starter and above) map to Odoo Project. Project name, description, status, and linked Opportunity reference carry forward. We carry the Opportunity mapping via a custom Odoo field so relationship context is preserved after migration. Workflow Automations attached to Projects do not migrate and are documented for Odoo Studio rebuild.

Capsule CRM

Milestone

maps to

Odoo CRM

Project Task (project.task, milestone flag)

1:1
Fully supported

Capsule Milestones within Projects map to Odoo Project Tasks with a milestone flag set. Due dates and completion status migrate. Milestone ordering is preserved via the Odoo Task sequence field. The parent Project is created first so the task hierarchy is satisfied. Project Milestones without a parent Project become standalone Odoo Tasks.

Capsule CRM

Tag

maps to

Odoo CRM

Tag (project.tags) or Custom Field

lossy
Fully supported

Capsule Tags are flat labels applied to Parties, Opportunities, and Cases. We translate tag names 1:1 into Odoo Tags (project.tags) or evaluate them for multi-select picklist migration. The customer confirms tag strategy during scoping: tag-as-tag versus tag-as-custom-field.

Capsule CRM

User

maps to

Odoo CRM

User (res.users)

1:1
Fully supported

Capsule Users and Owners map to Odoo res.users by email address match. We flag any Capsule Owner without a matching Odoo User in a reconciliation queue. The customer's Odoo admin provisions missing Users before record import begins. Inactive Capsule Owners map to archived Odoo Users with records reassigned to the active Owner.

Capsule CRM

Activity: Email, Call, Meeting, Note

maps to

Odoo CRM

mail.message

1:1
Fully supported

Capsule Activities (email, call, meeting, note) migrate to Odoo mail.message records linked to the parent Contact, Company, or Opportunity via the res_id and model fields. Activity type maps to the message_type field. Direction (inbound/outbound), timestamp, and body text carry forward. Activity count per record is preserved. Email attachments require separate file extraction and ir.attachment re-upload, scoped separately from the base migration.

Capsule CRM

Task

maps to

Odoo CRM

Project Task

1:1
Fully supported

Capsule Tasks migrate to Odoo Project Tasks linked to the relevant Contact, Company, or Opportunity via the project_id and partner_id fields. Due date, assignee (via User mapping), status, and description transfer. Completed status maps to the Odoo stage state. Tasks without a linked Party or Opportunity become standalone Odoo Tasks.

Capsule CRM

Custom Field

maps to

Odoo CRM

Custom Field (ir.model.fields)

lossy
Fully supported

Capsule Custom Fields on Parties, Opportunities, and Cases are pre-created as Odoo custom fields via Settings > Technical > Custom Fields before any record migration begins. List-type Capsule fields become Odoo selection fields with options matching Capsule field options fetched from /fields/definitions. Text, date, and numeric fields map to char, date, or float respectively. Tag-based Capsule custom fields require separate field-definition resolution before type casting.

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.

Capsule CRM logo

Capsule CRM gotchas

High

Capsule API rate limit is 4,000 requests per window

High

Free plan caps at 250 contacts and 2 users

Medium

Custom fields require separate field-definition API calls

Medium

Deleted records require a separate endpoint and are not returned in standard lists

Low

Projects and Workflow Automations are gated by plan tier

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

  • Capsule Free plan contact cap blocks API export above 250 records

    Capsule's Free tier limits the account to 250 Contacts and 2 Users. The API returns a 403 or partial dataset when attempting to export beyond that limit. Any migration from a Free plan account with more than 250 records will fail or truncate. We confirm the account's plan tier and contact count during scoping. If the account is on the Free plan and exceeds 250 contacts, we recommend upgrading to Starter before migration begins. We cannot work around this limit via CSV export because CSV exports from Free accounts are similarly capped.

  • Custom field definitions require a separate API call per entity type

    Capsule custom field values are not returned with entity records by default. Their definitions (type, list field options, display order) must be fetched separately from the /fields/definitions endpoint for each entity type: parties, opportunities, and cases. We query all field definitions before pulling record data, resolve list field options, and apply correct type casting. Skipping this step produces incorrect values for list-type custom fields in the destination because raw list field values arrive as option IDs rather than labels.

  • Capsule API rate limit extends migration timelines for large accounts

    Capsule enforces 4,000 requests per API window, with the reset time in the X-RateLimit-Reset header. We throttle all Capsule API calls to a maximum of 1 request per second and maintain exponential backoff on 429 responses. For large accounts with hundreds of thousands of records, pagination spread across off-peak windows prevents mid-migration rate limit hits. Accounts with over 50,000 records can expect the Capsule extraction phase alone to take several days at the throttled rate.

  • Email attachments require individual file extraction and re-upload

    Capsule stores email attachment metadata as part of the mail.message body rather than as separate file references. Attachments must be downloaded individually per message and re-uploaded to Odoo ir.attachment. This is time-intensive for accounts with high email volumes (over 10,000 email activities). We scope attachment handling separately and confirm whether the customer requires full attachment preservation as part of the migration or as a post-migration admin task. Bulk attachment omission does not block the core migration.

  • Odoo has no native equivalent to Capsule Workflow Automations

    Capsule Workflow Automations (available on Growth and above) are rule-based triggers tied to Party, Opportunity, and Case events. Odoo's Automated Actions (ir.actions.server) use a different model with per-module triggers, server actions, and Python action code. We do not migrate Workflow Automations as executable code. We deliver a written inventory of every active Automation with its trigger, conditions, and recommended Odoo Studio or ir.actions.server equivalent. The customer's admin or an Odoo implementation partner rebuilds them post-migration.

Migration approach

Six steps for a successful Capsule CRM to Odoo CRM data migration

  1. Discovery and scoping

    We audit the source Capsule account across plan tier, record counts per entity type (Parties, Opportunities, Cases, Projects), custom field definitions, tag usage, active Workflow Automations, and API rate limit status. We confirm the destination Odoo deployment (Community self-hosted, Odoo Online, or Enterprise) and which modules are activated (CRM, Project, Helpdesk). We also confirm whether attachment preservation and deleted record recovery are in scope. The discovery output is a written migration scope with object-priority list and a recommended Odoo module configuration.

  2. Schema design in Odoo

    We create the destination schema in the Odoo database before any data migration begins. This includes activating required modules (CRM, Project, Helpdesk), pre-creating custom fields via Settings > Technical > Custom Fields, configuring CRM pipeline stages to match Capsule stage names and probabilities, setting up Odoo Tags matching Capsule tag names, and configuring selection field values for list-type custom fields resolved from the Capsule field-definition endpoint. Schema is deployed in a Sandbox environment first for validation with the customer's Odoo administrator.

  3. Sandbox migration and reconciliation

    We run a full migration into an Odoo Sandbox database using production-equivalent data volume. The customer's Odoo administrator reconciles record counts (Contacts in, Companies in, Opportunities in, Activities in), spot-checks 25-50 records against the Capsule source, and validates custom field values and tag assignments. The administrator signs off the schema and mapping before production migration begins. Any corrections to field types, stage mapping, or tag strategy happen in Sandbox, not in production.

  4. Owner reconciliation and User provisioning

    We extract every distinct Capsule User and Owner referenced on Parties, Opportunities, Cases, and Tasks and match by email against Odoo res.users. Owners without a matching Odoo User go to a reconciliation queue. The customer's Odoo admin provisions missing Users (active or portal depending on the user's role) before record import begins. Migration cannot proceed past this step because Odoo assignee and owner fields require a valid res.users reference on crm.lead, project.task, and helpdesk.ticket.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Companies first (from Capsule Organisations), Contacts second (with company_id resolved via Organisation name match), Opportunities third (with partner_id and user_id resolved), Cases and Tickets fourth (with Party and Opportunity references), Projects fifth (with linked Opportunity preserved in a custom field), Milestones as Tasks, Activities via mail.message, and Custom Fields last with all parent records in place. Each phase emits a reconciliation report showing record counts and any errors before the next phase begins.

  6. Cutover, validation, and automation rebuild handoff

    We freeze Capsule writes during cutover, run a final delta migration of any records modified during the migration window, then enable Odoo as the system of record. We deliver the Workflow Automation and Project Automation inventory document to the customer's admin team with Odoo Studio or ir.actions.server equivalents documented per automation. We support a one-week hypercare window for reconciliation issues raised by the customer's team. We do not rebuild Capsule Workflow Automations as Odoo automations inside the migration scope; that work is a separate engagement.

Platform deep dives

Context on both ends of the pair

Capsule CRM logo

Capsule CRM

Source

Strengths

  • Generous free tier that covers 250 contacts and 2 users indefinitely, removing financial risk for very small teams.
  • Exceptional ease of use — consistent 4.6/5 on ease of use across G2 and Capterra reviews, often cited as the best trait by long-term users.
  • Responsive human customer support referenced across Trustpilot and G2 reviews as a differentiator from larger platforms.
  • Clean API with OAuth 2.0, pagination, and a `since` filter that enables reliable incremental syncs during migration.
  • Solid integrations with Xero, QuickBooks, Zendesk, and Google Workspace make it a natural hub for small-business tech stacks.

Weaknesses

  • Workflow automation and Project objects require paid plans, limiting what a free-tier migration can demonstrate.
  • Capsule lacks native marketing automation, making it unsuitable for teams that need email campaign management within the CRM itself.
  • Advanced reporting, multi-currency support, and granular role permissions lag behind competitors, limiting enterprise readiness.
  • The API rate limit of 4,000 requests per window can extend migration timelines for accounts with hundreds of thousands of records, requiring throttling logic.
  • No native bulk export tool — migrations rely on API pagination or CSV exports, which may not capture all linked objects in a single pass.
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 Capsule CRM 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

    Capsule CRM: 4,000 requests per rate limit window; reset time in X-RateLimit-Reset header.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Capsule CRM 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 Capsule CRM to Odoo CRM data migrations

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

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Most migrations land between two and four weeks for accounts under 5,000 Parties and 1,000 Opportunities with no Projects, Cases, or extensive custom field configurations. Accounts with Projects, Cases, high activity volumes (over 50,000 activity records), or more than 50 custom field definitions extend to five to eight weeks because of field-definition resolution, mail.message threading, milestone-to-task transformation, and Sandbox reconciliation time. Odoo Community self-hosted migrations add one to two weeks for server provisioning and environment configuration.

Adjacent paths

Related migrations to explore

Ready when you are

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