CRM migration

Migrate from CallPro CRM to Odoo CRM

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

CallPro CRM logo

CallPro CRM

Source

Odoo CRM

Destination

Odoo CRM logo

Compatibility

75%

9 of 12

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

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from CallPro CRM to Odoo CRM is a migration from a telemarketing-first point solution to a modular open-source ERP suite with a CRM component. CallPro does not publish a documented bulk export API, which means the extraction phase requires CSV-assisted extraction or structured screen-assisted pulls reviewed by the customer before we begin transformation. Odoo CRM receives data via CSV import or XML-RPC/REST API, and we pre-create the Odoo schema—including custom fields with their correct field types (many2one, many2many, selection, char, text)—before any records load. CallPro's campaign questionnaires and appointment routing rules are non-portable logic constructs; we migrate the campaign membership data and questionnaire responses but document the routing logic for manual rebuild in Odoo. Email and SMS template bodies migrate as raw text with merge-field placeholders documented in a separate mapping guide for post-migration revision. We do not migrate CallPro dashboards, saved reports, or screen layout configurations as functional objects; we deliver a written summary during scoping so the customer can reproduce them in Odoo.

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

CallPro CRM logo

CallPro CRM

What's pushing teams away

  • Very low volume of user reviews and community discussion makes it difficult to assess long-term reliability and identify common failure modes.
  • Limited third-party integrations compared to major CRMs forces teams to rebuild workflows or maintain separate systems for accounting, marketing automation, or advanced analytics.
  • Small vendor with approximately 7 employees and estimated $507K annual revenue raises concerns about long-term product support and platform longevity.
  • Teams report difficulty exporting data cleanly due to limited documented API access and no visible third-party migration tooling.
  • As sales teams scale, the platform's telemarketing-first approach lacks the advanced pipeline management, forecasting, and customization available in broader CRM solutions.

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 CallPro CRM objects map to Odoo CRM

Each row shows how a CallPro 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.

CallPro CRM

Contact

maps to

Odoo CRM

res.partner

1:1
Fully supported

CallPro Contact records map directly to Odoo res.partner. Standard fields (name, phone, email) migrate as char fields. Custom contact fields on CallPro are extracted during the audit phase and pre-created in Odoo with the correct field type (selection, char, text, integer, float) before the partner import. Multi-database CallPro configurations require a database-identifier suffix on the source record for disambiguation. Odoo requires that partner records exist before any linked records (Opportunities, Activities) are imported.

CallPro CRM

Company

maps to

Odoo CRM

res.partner (company type)

1:1
Fully supported

CallPro Company records map to Odoo res.partner with the company_type field set to 'company'. Individual Contact records linked to a Company are imported as child res.partner records with parent_id set to the company partner record. We resolve the parent relationship by matching company name or an explicit foreign key where CallPro exposes it. Multi-database CallPro configurations may produce duplicate company names; we apply a deduplication rule based on domain or database prefix during the transform phase.

CallPro CRM

Lead

maps to

Odoo CRM

crm.lead

1:1
Fully supported

CallPro Lead records map to Odoo crm.lead with type='lead'. Lead status from CallPro maps to a custom selection field or stage assignment in Odoo. Campaign association data from CallPro links to crm.lead via a many2one to crm.campaign if the Odoo CRM installation includes the marketing campaign module; otherwise, campaign membership is stored as a char field for post-migration segmentation. Lead owner assignment maps from CallPro owner email to Odoo res.users by email match.

CallPro CRM

Campaign

maps to

Odoo CRM

crm.campaign or crm.tag

lossy
Fully supported

CallPro Campaigns map to Odoo crm.campaign if the marketing module is active, or to crm.tag records for tagging-based segmentation if only the CRM module is installed. Campaign metadata (name, start date, type) migrates directly. Campaign questionnaire answer data is stored as text fields on the linked crm.lead or res.partner records; the routing and scoring logic that drives CallPro campaign questionnaires is documented in a written specification for the customer's Odoo admin to rebuild using Odoo CRM automation rules.

CallPro CRM

Dialer Log / Call Activity

maps to

Odoo CRM

Note (note.note) or custom activity field

1:1
Fully supported

CallPro dialer log entries—call duration, disposition, timestamp, and agent notes—map to Odoo Note records linked to the parent res.partner or crm.lead via mail.activity. Disposition codes from CallPro require value mapping to Odoo-compatible text values because the two platforms use different taxonomy. If the customer uses Odoo VoIP integration, call logs can map to the Odoo VoIP call model with additional custom fields for CallPro-specific disposition data. We preserve the original timestamp and agent assignment.

CallPro CRM

Email History

maps to

Odoo CRM

mail.message

1:1
Fully supported

CallPro email history entries migrate to Odoo mail.message records linked to the parent res.partner or crm.lead. The email body, subject, from, to, and timestamp migrate as structured fields. Odoo mail.message uses a subtype taxonomy; we assign the 'mail.mt_comment' subtype by default and flag email threads for the customer to assign to the correct subtype post-migration if they use Odoo's CRM activity subtypes.

CallPro CRM

Sales Order / Quote

maps to

Odoo CRM

sale.order

1:1
Fully supported

CallPro Sales Order and Quote headers map to Odoo sale.order with order lines mapped to sale.order.line. Line item pricing, quantities, and product references migrate directly where product records exist in Odoo or are created during migration. Quote status and approval flags map to Odoo state values (draft, sent, sale, cancel). If CallPro stores product descriptions or SKUs, we create Odoo product.product records during the import phase to satisfy the foreign key on sale.order.line.

CallPro CRM

Lead / Opportunity Pipeline Stage

maps to

Odoo CRM

crm.stage

lossy
Fully supported

CallPro pipeline stages map to Odoo crm.stage records within a crm.team. We preserve stage order, stage names, and any probability percentages as custom fields on crm.stage. Campaign-linked stage-change triggers from CallPro are documented as a written automation map for the customer's Odoo admin to rebuild using Odoo CRM's stage automation rules. Odoo's Kanban stage configuration is recreated with the same sequence and label structure as the CallPro pipeline.

CallPro CRM

User / Owner

maps to

Odoo CRM

res.users

1:1
Fully supported

CallPro User and Owner records map to Odoo res.users by email address as the matching key. Inactive CallPro users are preserved as inactive Odoo users for historical assignment integrity. Active users must have a corresponding Odoo res.users record provisioned before any record import; we reconcile owner assignments during the audit phase and flag any CallPro owner without an Odoo user for the customer's admin to provision. Odoo's access rights groups (sales team, manager) are assigned based on the CallPro user role where exposed.

CallPro CRM

Custom Field (contact, company, lead)

maps to

Odoo CRM

ir.model.fields (custom)

lossy
Fully supported

CallPro custom fields are extracted during the audit phase with their field type inferred from the data (text becomes text, numeric becomes integer or float, enumerated values become selection). We pre-create each custom field as an Odoo custom ir.model.fields entry before data import. Many2one relationships in CallPro custom fields require Odoo relation tables to be created first, which adds a dependency ordering step. Fields that cannot be typed from the available data are flagged for manual definition during the scoping call.

CallPro CRM

Tag / Label

maps to

Odoo CRM

crm.tag

1:1
Fully supported

CallPro tag taxonomy migrates to Odoo crm.tag records. Tags on Contact, Company, or Lead records are applied via crm.tag.rel many2many relation. Where CallPro stores tags as multi-select properties without a dedicated taxonomy, we create crm.tag records dynamically during import. If the Odoo CRM installation does not include the crm_tag module, tags are stored as a char field on the parent record.

CallPro CRM

Attachment

maps to

Odoo CRM

ir.attachment

1:1
Fully supported

File attachments linked to Contact, Company, Lead, or Campaign records in CallPro are exported and re-linked in Odoo as ir.attachment records with res_model and res_id pointing to the parent res.partner or crm.lead. Filename preservation and the original upload date migrate directly. Large attachment volumes may require chunked export and import with the Odoo attachment storage backend confirmed before migration begins.

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.

CallPro CRM logo

CallPro CRM gotchas

High

No publicly documented bulk export API

Medium

Custom dashboard and report configurations do not export

Medium

Campaign questionnaire and routing logic is non-transferable

Low

Concurrent-user pricing requires careful seat reconciliation

Low

Email and SMS template merge fields differ by destination

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

  • CallPro has no documented bulk export API

    CallPro CRM does not publish a REST or bulk API endpoint set that migration tools can target programmatically. The extraction phase relies on CSV-assisted pulls where CallPro exposes export functionality, or structured screen-assisted extraction for complex records with nested data. The customer must request and review the export files during the scoping call to confirm completeness before we begin transformation. We cannot begin schema mapping or data validation until the source data file is confirmed by the customer.

  • CallPro campaign routing and questionnaire logic is non-transferable

    CallPro campaign-linked questionnaires and visual appointment routing rules drive agent workflows in ways that do not map to Odoo's schema. We migrate the campaign member associations and questionnaire answer data as raw text fields on the linked records, but the routing decision tree and conditional logic must be rebuilt in Odoo CRM using stage automation rules. We provide a written inventory of every CallPro questionnaire and routing rule during scoping so the customer's admin can estimate rebuild effort.

  • Odoo custom field types must be pre-created before data load

    Odoo requires that custom fields be defined as ir.model.fields entries with the correct field type before any records containing those fields are imported. CallPro's limited API documentation means we infer field types from the data values during the audit phase. Incorrect type inference—for example, treating a numeric string as a char instead of an integer—causes import failures or silent truncation. We resolve this by loading a sample record set into a staging Odoo environment before the production migration to validate type assignments.

  • Email and SMS merge-field syntax differs between platforms

    CallPro stores email and SMS template merge field placeholders in its own syntax (e.g., |FIRST_NAME| or proprietary token format). Odoo uses Jinja2-style {{object.field}} syntax for mail templates. We export raw template bodies and placeholders as a separate deliverable, document the syntax mapping for each merge field, and flag templates requiring revision. The customer reviews and updates templates post-migration; we provide the mapping guide to accelerate this step.

  • Odoo CRM module scope affects what objects are available

    Odoo CRM is one module in a modular suite. If the customer installs only the CRM module, campaign management (crm.campaign) may not be available without the marketing module, and sales order integration requires the Sale app. We confirm the installed Odoo apps during scoping and adjust the object mapping accordingly. Activating additional Odoo modules post-migration can introduce new field dependencies that require a delta migration of affected records.

Migration approach

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

  1. Discovery and CallPro data audit

    We audit the CallPro environment across all active databases, identifying Contacts, Companies, Leads, Campaigns, Sales Orders, dialer logs, and custom field definitions. We document the export method available (CSV pull, screen-assisted extraction) and request sample export files from the customer. We confirm the Odoo installation scope (which Odoo apps are active), review the existing Odoo schema for any pre-existing records, and identify owner and user accounts that need provisioning in Odoo before migration begins.

  2. Schema design and Odoo field pre-creation

    We design the Odoo target schema based on the CallPro data audit. This includes creating all required crm.lead fields, res.partner fields, crm.stage stages with probability values, crm.team team assignments, and custom ir.model.fields entries with the correct Odoo field types inferred from the CallPro data sample. We deploy the schema to a staging Odoo environment first for type validation. Any many2one relationships require that the referenced model be created first, establishing a dependency ordering that we document before production migration.

  3. Owner and user reconciliation

    We extract every distinct CallPro owner referenced on Contact, Company, Lead, and Activity records and match by email against Odoo res.users. Any CallPro owner without a matching Odoo user is placed in a reconciliation queue for the customer's admin to provision. Odoo requires that a res.users record exist before records with that owner assignment can be imported. We also confirm that the Odoo user running the migration has sufficient access rights (Inventory Manager or Admin) to create records via CSV import or XML-RPC API.

  4. Staging migration and data reconciliation

    We run a full migration into the staging Odoo environment using production-like data volume. The customer's CRM lead reviews record counts (partners in, leads in, activities in), spot-checks 25-50 random records against the CallPro source for field-level accuracy, and validates that campaign associations, dialer logs, and email history are correctly linked to the parent records. Any field mapping corrections, value translation issues, or custom field type corrections are resolved in staging before production migration begins.

  5. Production migration in dependency order

    We run production migration in record-dependency order: res.users (provisioned manually, validated), res.partner company records, res.partner contact records with parent_id resolved, crm.lead records with stage assignments, crm.tag for tagging taxonomy, sale.order headers and lines, mail.message for email history, Note records for dialer logs, ir.attachment for file attachments. Each phase emits a row-count reconciliation report before the next phase begins. For large activity histories, we batch load via Odoo's CSV import or XML-RPC with chunking and exponential backoff to avoid request timeouts.

  6. Cutover, delta sync, and rebuild handoff

    We freeze CallPro as the system of record during cutover, run a final delta migration of any records modified during the migration window, and then mark Odoo CRM as active. We deliver the written campaign routing inventory, merge-field mapping guide, and dashboard rebuild summary to the customer's Odoo admin. We support a one-week hypercare window to resolve any reconciliation issues raised by the sales team. We do not rebuild CallPro campaign routing logic or questionnaire scoring as Odoo automation rules inside the migration scope; that work is handled by the customer's admin or an Odoo implementation partner as a separate engagement.

Platform deep dives

Context on both ends of the pair

CallPro CRM logo

CallPro CRM

Source

Strengths

  • Integrated telemarketing dialer (progressive, preview, and power dialing) within the CRM itself.
  • Email marketing, SMS, and voice broadcast capabilities built into a single platform.
  • No annual contract required; concurrent-user pricing model provides flexibility.
  • Multiple database support allows segmentation of contacts by team or campaign.
  • Visual appointment routing and campaign questionnaire features for structured telesales workflows.

Weaknesses

  • Extremely limited public documentation and minimal community presence make technical due diligence difficult.
  • No documented public API specification widely available for programmatic export or integration.
  • Very small vendor (7 employees, ~$507K revenue) raises long-term support and product continuity concerns.
  • Limited third-party integrations compared to major CRM platforms.
  • Scarcity of user reviews and independent analysis makes it hard to assess real-world performance and support quality.
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 CallPro 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

    CallPro CRM: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your CallPro 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 CallPro CRM to Odoo CRM data migrations

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

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Most migrations land between three and five weeks for accounts under 15,000 Contacts and 3,000 Campaigns with no custom objects or multi-database configurations. Migrations with multiple CallPro databases, large dialer log histories (over 200,000 activity records), complex custom field definitions, or simultaneous activation of additional Odoo apps (Sales, Accounting, Inventory) move to eight to fourteen weeks because of schema pre-creation, type validation in staging, and Odoo module dependency resolution.

Adjacent paths

Related migrations to explore

Ready when you are

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