CRM migration

Migrate from Dialytica - Marketing Automation Platform to Odoo CRM

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

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform

Source

Odoo CRM

Destination

Odoo CRM logo

Compatibility

50%

6 of 12

objects map 1:1 between Dialytica - Marketing Automation Platform and Odoo CRM.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Dialytica to Odoo CRM is a schema expansion migration. Dialytica is purpose-built for outbound call centers with a narrow data model centered on Campaigns, Contacts, Call Records, QA Reviews, and SMS Activities. Odoo CRM brings a full business application suite with native Accounts, Opportunities, Pipeline stages, lead scoring, and a visual marketing automation builder. The primary migration challenge is that Dialytica has no native Account or Deal concept, so contact-level campaign history must be reshaped into Odoo's contact-account-opportunity hierarchy during scoping. We map Call Campaigns and SMS Campaigns as Odoo activities with custom tags, preserve Call Records as Note attachments with structured metadata fields, and migrate QA Reviews as Odoo Notes linked to the corresponding contact. We do not migrate AI-generated campaign optimization rules because Dialytica uses internally developed LLMs that do not expose their decision logic as structured export data.

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

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform

What's pushing teams away

  • Teams scaling beyond basic outbound dialing find the platform lacks advanced CRM features like pipeline management, account hierarchies, or robust contact scoring.
  • The narrow focus on call campaigns and QA means other marketing channels like email, web personalization, and multi-touch nurturing require separate platforms.
  • Limited integration ecosystem means Dialytica connections to popular CRMs, BI tools, or analytics platforms are fewer than what HubSpot or Marketo offer.
  • Teams with complex compliance needs for call recording, data residency, or call logging report that Dialytica's controls may not meet enterprise audit requirements.

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 Dialytica - Marketing Automation Platform objects map to Odoo CRM

Each row shows how a Dialytica - Marketing Automation Platform 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.

Dialytica - Marketing Automation Platform

Contact

maps to

Odoo CRM

Contact

1:1
Fully supported

Dialytica Contacts map 1:1 to Odoo CRM Contacts. We preserve phone numbers (dialytica_phone), campaign assignment history, custom field values, and contact-level notes. The contact's email and name fields map to Odoo's standard email and name fields. If Dialytica contacts reference agents or owners, we resolve those by email match against the Odoo Users table. Dialytica custom fields map to Odoo custom contact fields of the matching type (char, text, selection, date, etc.).

Dialytica - Marketing Automation Platform

Campaign (Call)

maps to

Odoo CRM

Marketing Campaign + Activity Tag

1:many
Fully supported

Dialytica Call Campaigns map to an Odoo CRM Marketing Campaign record with a custom tag 'call_campaign' stored in a tag_ids field. The campaign name, schedule, targeting criteria, and script reference migrate as structured fields on the Odoo Campaign. Because Odoo does not have a native call campaign object, we use the Campaign's description and a linked Note to hold the dialing configuration context that Dialytica stored. We also tag all affected Dialytica Contacts with the corresponding Odoo Campaign membership record.

Dialytica - Marketing Automation Platform

Campaign (SMS)

maps to

Odoo CRM

Marketing Campaign + SMS Tag

1:many
Fully supported

Dialytica SMS Campaigns map to a separate Odoo CRM Marketing Campaign with tag 'sms_campaign'. The SMS template body, variable placeholders, and send schedule migrate to the Odoo Campaign's mailing configuration. We preserve the campaign-scoped grouping of SMS activities by linking each migrated SMS Activity to the corresponding Odoo Campaign membership record. Dialytica's SMS campaign and Call campaign targeting the same contact list are kept separate in Odoo but share the same contact segment.

Dialytica - Marketing Automation Platform

Call Record

maps to

Odoo CRM

Note + Custom Fields

1:1
Fully supported

Dialytica Call Records map to an Odoo Note record linked to the Contact. The Note body holds call metadata (duration, disposition, agent assignment, timestamp, recording URL if available). We also create custom fields on the Note object (call_duration__c, call_disposition__c, call_agent__c, call_recording_url__c) to enable structured reporting in Odoo without parsing Note text. Dialytica's AI-evaluated sentiment or score data on calls cannot be migrated as structured fields because the LLM output is not exposed in exportable form; we capture it as plain text in the Note body.

Dialytica - Marketing Automation Platform

QA Review

maps to

Odoo CRM

Note + Custom Score Fields

1:1
Fully supported

Dialytica QA Reviews map to an Odoo Note linked to the original Contact. The QA scorecard criteria (structured ratings) migrate to custom fields on the Note (qa_score__c, qa_criteria_1__c through qa_criteria_n__c depending on the scorecard width). Free-text supervisor notes migrate to the Note body. Each QA Review Note is tagged with a 'qa_review' tag so that supervisors can filter for QA records separately from general notes.

Dialytica - Marketing Automation Platform

SMS Activity

maps to

Odoo CRM

Mail Message

1:1
Fully supported

Dialytica SMS Activities map to Odoo Mail Message records linked to the Contact. The message body, delivery status (sent, delivered, failed), phone number, and timestamp migrate as structured Mail Message fields. Delivery status maps to Odoo's mail.message tracking values where available. We group SMS logs by the source Dialytica SMS Campaign and link them to the corresponding Odoo Campaign membership.

Dialytica - Marketing Automation Platform

Payment

maps to

Odoo CRM

Account Move (Invoice)

1:many
Fully supported

Dialytica Payment records map to Odoo Account Move records (invoices or customer payments depending on type). The payment amount, status, timestamp, and associated contact reference migrate to the invoice. If Dialytica associates payments with specific campaigns, we record the campaign name in the invoice reference or a custom invoice field. We do not migrate payment processing configuration (payment gateway settings, webhook endpoints) because these are platform-specific integrations that must be reconfigured in Odoo Payments.

Dialytica - Marketing Automation Platform

User / Agent

maps to

Odoo CRM

User

1:1
Fully supported

Dialytica Agent and User accounts map to Odoo Users by email match. We preserve the agent's name, email, active status, and role (dialytica_role) as a custom field on the Odoo User. Agent assignment on Call Records and QA Reviews resolves through this user mapping. If a Dialytica agent has no corresponding Odoo User, we hold the mapping in a reconciliation queue for the customer's admin to provision the Odoo user before contact migration begins.

Dialytica - Marketing Automation Platform

SMS Template

maps to

Odoo CRM

SMS Template

1:1
Fully supported

Dialytica SMS Templates map 1:1 to Odoo SMS Templates. Template body text and merge field placeholders (e.g., {{contact.name}}, {{contact.phone}}) migrate as-is. We flag any Dialytica-specific merge field syntax for the customer's admin to reformat to Odoo's template variable format before activating the template in Odoo. The template name and active/paused status migrate directly.

Dialytica - Marketing Automation Platform

Script / Dial Plan

maps to

Odoo CRM

Note + Knowledge Article (optional)

lossy
Fully supported

Dialytica Call Scripts and Dial Plans migrate as Odoo Notes linked to the Contact or Campaign they were associated with. The script text and sequence migrate to the Note body. We extract branching conditions as plain text within the Note, but we flag that branching logic is not structurally preserved because Dialytica does not expose this as structured export data. For customers who used Dialytica's script feature as a knowledge base, we recommend creating Odoo Knowledge Articles as a parallel step outside migration scope.

Dialytica - Marketing Automation Platform

Agent Schedule

maps to

Odoo CRM

Resource Calendar

lossy
Fully supported

Dialytica Agent Schedules are captured as structured data during discovery. If schedules are stored as recurring time blocks with agent, day-of-week, and shift start/end, we map them to Odoo Resource Calendar records. Availability blocks migrate as Odoo calendar events of type 'block_time' linked to the corresponding agent's Odoo User. This is a best-effort mapping because agent scheduling is often stored outside the standard Dialytica export schema and may require supplementary API calls or manual capture.

Dialytica - Marketing Automation Platform

Custom Field (Contact-level)

maps to

Odoo CRM

Custom Field (Contact)

lossy
Fully supported

Any custom fields on Dialytica Contacts (beyond name, email, phone) are mapped to Odoo CRM custom contact fields. We match by field name and data type. Char fields map to Odoo char, text fields to text, date fields to date, selection fields to selection, and multi-select to many2many tags. The field value migrates directly. If Dialytica uses a data type that Odoo does not support (e.g., Dialytica-specific enumerated types), we map to the closest Odoo equivalent and flag the conversion for the customer's admin.

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.

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform gotchas

High

No publicly documented API endpoint reference

Medium

AI-generated campaign rules do not export cleanly

Medium

SMS and Call data are separate campaign objects

Low

Single G2 review limits independent evaluation

Medium

Pricing not publicly published

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

  • Dialytica has no publicly documented API

    Dialytica does not publish a public API reference or developer documentation beyond its internal help portal. During scoping, we cannot assume automated export capability and must evaluate each account for manual export feasibility. We assess the account's data export options during discovery and fall back to CSV extraction where API access is unavailable. This adds discovery time and may affect the per-record migration cost if exports must be run manually. We recommend requesting a data export capability demonstration from Dialytica before scoping begins.

  • AI-generated campaign optimization rules do not export

    Dialytica uses internally developed LLMs to optimize campaign targeting and call flows. These AI-driven rules are not stored as structured, exportable logic. When migrating to Odoo CRM, we capture the outcome data (which contacts were targeted, which were called, outcomes) and campaign configuration, but we cannot replicate the AI optimization rules in Odoo. The customer's admin must rebuild targeting logic as Odoo Marketing Automation rules with manual criteria. We document the original AI targeting criteria in plain text in the Campaign record for reference during rebuild.

  • Call and SMS Campaigns are separate objects with no cross-campaign journey link

    Dialytica maintains Call Campaigns and SMS Campaigns as distinct objects with independent configurations and logs. A customer journey may span both channels, but Dialytica does not natively link them as a single multi-channel program. We stitch these together during migration scoping by matching contacts and timestamps across campaign types, but the cross-channel journey context (e.g., 'contact was called after receiving SMS A') must be reconstructed as a custom Odoo Note on the Contact record. Odoo's Marketing Automation module can then be configured to recreate this logic.

  • Odoo does not have a native call campaign or QA review object

    Odoo CRM does not ship with a dedicated call campaign record type or a QA review object out of the box. Call Records and QA Reviews migrate as Notes with custom fields, which is functional for data preservation and reporting but does not replicate Dialytica's native call center UX. If the customer's business depends on a dedicated call campaign UI, Odoo requires a custom module or an Odoo App from the Odoo Apps store. We document this gap during scoping and include it in the handoff deliverable.

  • Field-level security and Odoo record rules can block bulk imports

    Odoo enforces record rules (access control lists per record type) that may prevent bulk imports from completing if the migration user lacks write permissions on Contact, Account, or Campaign records. We coordinate with the customer's Odoo admin to create a migration-specific user with write permissions on the target models, or to temporarily relax record rules during the import window. Without this step, 10-25 percent of records may be silently rejected depending on the Odoo access control configuration.

Migration approach

Six steps for a successful Dialytica - Marketing Automation Platform to Odoo CRM data migration

  1. Discovery and export feasibility assessment

    We audit the Dialytica account across all modules in scope (Contacts, Call Campaigns, SMS Campaigns, Call Records, QA Reviews, SMS Activities, Payments, Users, SMS Templates, Scripts, Agent Schedules). We assess the available export mechanisms. If a documented API is accessible, we attempt a test export. If not, we evaluate CSV export feasibility per object and determine whether manual export assistance is required from Dialytica support. The discovery output is a written migration scope with object-level record counts, a data quality assessment, and an export feasibility summary.

  2. Schema design and Odoo custom field provisioning

    We design the destination schema in Odoo. This includes creating custom fields on Contact (call_campaign_tag, sms_campaign_tag, ai_disposition_notes, qa_score, qa_criteria fields), custom fields on Note (call_duration, call_disposition, call_agent, call_recording_url, qa_review_flag), SMS Template records, and Resource Calendar records for agent schedules. We also configure the Odoo Marketing Automation module to create placeholder Campaign records that will receive the migrated campaign configuration data. If the customer requires Account and Deal objects (which Dialytica does not have natively), we create a Contact-to-Account mapping strategy based on the customer's business rules.

  3. Test migration in Odoo staging environment

    We run a full migration into an Odoo staging environment using production-like data volume. The customer's Odoo admin reconciles record counts (Contacts in, Call Campaigns in, SMS Campaigns in, Call Records in, QA Reviews in, SMS Activities in), spot-checks 25-50 random records against the Dialytica source, and validates that custom field values are displaying correctly in Odoo. Any mapping corrections, custom field type adjustments, or Note structure changes happen here, not in production.

  4. Owner and Agent reconciliation

    We extract every distinct Dialytica Agent and User referenced on Call Records, QA Reviews, and contact assignments and match by email against the Odoo destination's User table. Agents without a matching Odoo User go to a reconciliation queue. The customer's Odoo admin provisions any missing Users before record migration resumes. If Agent Schedules are in scope, we validate that Resource Calendar records can be created for each agent in the destination Odoo environment.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Odoo Users (manual provisioning validated), Contacts (with any custom field data mapped), Marketing Campaign placeholder records (for Call and SMS Campaigns), SMS Templates, SMS Activities linked to Campaigns and Contacts, Call Records as Notes linked to Contacts, QA Reviews as tagged Notes, Scripts as Notes linked to Campaigns, Payments as Account Moves linked to Contacts, and Agent Schedules as Resource Calendar events. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and handoff documentation

    We freeze Dialytica writes during cutover, run a final delta migration of any records modified during the migration window, then enable Odoo CRM as the system of record. We deliver a written inventory of migrated objects, record counts, unmigrated data categories (AI optimization rules, branching dial plan logic, integration configurations), and a step-by-step guide for rebuilding Call Campaigns in Odoo Marketing Automation and QA Review workflows in Odoo. We support a one-week hypercare window for reconciliation issues raised by the customer's team.

Platform deep dives

Context on both ends of the pair

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform

Source

Strengths

  • Combines outbound calling, SMS, and AI optimization in a single platform for call centers.
  • Fast campaign setup with users reporting call campaigns created in minutes.
  • Cost-effective positioning makes it accessible for small teams and startups.
  • Built-in QA Review module for supervisor evaluation of agent calls without third-party tools.
  • Internally developed LLMs power real-time call optimization and agent assistance.

Weaknesses

  • Limited integration ecosystem compared to major marketing automation platforms.
  • Narrow focus on outbound operations means no native multi-channel marketing or CRM pipeline management.
  • Very limited public documentation and no publicly documented API as of the research date.
  • Minimal review corpus makes independent evaluation difficult.
  • Small market presence means fewer third-party consultants and migration resources 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. All 8 core objects map 1:1 between Dialytica - Marketing Automation Platform and Odoo CRM.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Dialytica - Marketing Automation Platform and Odoo CRM.

  • Object compatibility

    A

    All 8 core objects map 1:1 between Dialytica - Marketing Automation Platform and Odoo CRM.

  • 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

    Dialytica - Marketing Automation Platform: Not publicly documented.

  • Data volume sensitivity

    B

    Dialytica - Marketing Automation Platform doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Dialytica - Marketing Automation Platform 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 Dialytica - Marketing Automation Platform to Odoo CRM data migrations

Answers to the questions buyers ask most during Dialytica - Marketing Automation Platform to Odoo CRM migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Dialytica - Marketing Automation Platform to Odoo CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most migrations land between three and five weeks for accounts under 15,000 contacts and 20 combined campaigns (Call and SMS) with no complex QA scorecard structures. Migrations with large call record histories (over 200,000 records), QA Review data requiring structured Note migration across multiple criteria fields, or Odoo environments with complex existing pipeline configurations move to six to ten weeks because of manual export handling, schema extension scope, and custom field provisioning time.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Dialytica - Marketing Automation Platform.
Land in Odoo CRM, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day