CRM migration
Field-level mapping, validation, and rollback between Pepper Cloud and Odoo CRM. We move data and schema; workflows are rebuilt natively in Odoo CRM.
Pepper Cloud
Source
Odoo CRM
Destination
Compatibility
10 of 12
objects map 1:1 between Pepper Cloud and Odoo CRM.
Complexity
BStandard
Timeline
4-8 weeks
Overview
Moving from Pepper Cloud to Odoo CRM is a structural migration that reflects a shift from a cloud-native CRM with messaging-first design to a modular ERP with an embedded CRM layer. Pepper Cloud organizes data around Leads, Opportunities, and Accounts with WhatsApp-first lead capture and AI-assisted lead scoring; Odoo CRM uses a unified Lead-to-Opportunity pipeline with the Contact record living inside a Contact model that can optionally link to a Company record. We resolve the Leads/Accounts distinction during scoping (Pepper Cloud separates Leads from Accounts; Odoo links Contacts to Companies within the same pipeline model), map Pepper Cloud pipeline stages to Odoo stages explicitly because the stage taxonomies are workspace-specific on both platforms, and preserve custom field schemas across both platforms with type-compatible transformations. WhatsApp message content cannot be exported via the Pepper Cloud private API; we preserve channel attribution metadata (contact reference, timestamp, channel label) but not message text. Workflow automation rules, sequence cadences, and WhatsApp chat history do not migrate; we deliver a written inventory of automation logic for the customer's admin to rebuild in Odoo Studio or via custom Python modules.
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 Pepper Cloud 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.
Pepper Cloud
Contact
Odoo CRM
Contact
1:1Pepper Cloud Contact records map directly to Odoo CRM Contact. Standard fields (name, email, phone, street, city, state, country) migrate with direct field-to-field mapping. Custom fields on Contact require type compatibility audit: Pepper Cloud dropdown, date, and checkbox fields map to Odoo Selection, Date, and Boolean fields respectively; text fields map to Odoo Char or Text depending on length. Mobile and phone fields consolidate into Odoo's phone field with type preserved via a custom field if distinction matters.
Pepper Cloud
Lead
Odoo CRM
Lead
1:1Pepper Cloud Lead records map to Odoo CRM Lead (crm.lead). Lead source attribution (web form, WhatsApp, Facebook, Instagram, Telegram, Shopify) migrates to the Odoo Lead medium_id field. The Pepper Cloud lead status (new, contacted, qualified, lost) maps to the Odoo stage_id with explicit stage name mapping configured during scoping. Lead score from Pepper Cloud's AI-assisted scoring migrates to a custom integer field on the Odoo Lead for post-migration segmentation.
Pepper Cloud
Account (Company)
Odoo CRM
Contact (linked to Company)
1:1Pepper Cloud Account records map to Odoo Contact records with the is_company flag set to True, creating an Odoo Company record. The Account name becomes the Odoo Contact's company_name field. Pepper Cloud's parent-child Account hierarchy (if configured) maps to Odoo's child contacts linked under the parent Company contact. We pre-create the Company contact record before any child Contact import so the parent contact_id relationship is satisfied.
Pepper Cloud
Opportunity
Odoo CRM
Opportunity
1:1Pepper Cloud Opportunity records map to Odoo CRM Opportunity (crm.lead with type = opportunity). Pipeline stage names from Pepper Cloud migrate explicitly to Odoo stage names; stage probabilities migrate to the Odoo stage probability field. Deal amount, expected close date, and owner (sales rep) migrate directly. The Opportunity to Contact and Opportunity to Company links resolve via the Contact and Company mapping done in steps 1-3.
Pepper Cloud
Pipeline
Odoo CRM
Pipeline (crm.lead)
lossyPepper Cloud workspace-level pipelines with custom stage names and counts map to Odoo CRM Pipeline stages. We configure Odoo stages with names, sequence order, and probability percentages matching the Pepper Cloud pipeline before any Opportunity records are inserted. If multiple Pepper Cloud pipelines exist, we use Odoo's crm.team model to separate pipeline ownership per team while maintaining a single CRM stage set.
Pepper Cloud
Task
Odoo CRM
Task (crm.activity)
1:1Pepper Cloud Tasks linked to Contacts, Leads, or Opportunities map to Odoo CRM Activities (mail.activity). Task title, body, due date, assignee, and status (open, completed) migrate to Odoo activity_type_id, summary, date_deadline, user_id, and state. Recurring task frequency from Pepper Cloud is documented for manual rebuild in Odoo because recurring activities require a different configuration model in Odoo CRM.
Pepper Cloud
User / Owner
Odoo CRM
User
1:1Pepper Cloud Owner records (sales reps) map to Odoo User records by email match. Active status and role (admin, sales rep) migrate as Odoo User active flag and access rights. Any Pepper Cloud Owner without a matching Odoo User goes to a reconciliation queue; the customer's Odoo admin provisions missing users before record import resumes because OwnerId references are required on Opportunities and Leads.
Pepper Cloud
Custom Fields
Odoo CRM
Custom Fields (ir.model.fields)
lossyPepper Cloud custom fields across Contacts, Leads, Accounts, and Opportunities require pre-creation in Odoo before data import. We audit the source workspace custom field inventory during scoping, verify type compatibility against Odoo's field model (Char, Text, Integer, Float, Boolean, Date, Datetime, Selection, Many2one, One2many), and create Odoo custom fields via XML data migration or Odoo Studio before ingestion. Tier-gating differences between Pepper Cloud plans are flagged if custom field types used in Enterprise cannot be represented in the customer's Odoo edition.
Pepper Cloud
Attachment
Odoo CRM
Attachment (ir.attachment)
1:1Document attachments associated with Pepper Cloud records migrate as Odoo ir.attachment records linked via res_model and res_id to the corresponding Odoo Contact, Lead, or Opportunity. Large files (>10MB) are chunked for download and upload. We verify file integrity via checksum comparison. File naming conventions from Pepper Cloud are preserved in the Odoo attachment display name for traceability.
Pepper Cloud
Tags / Labels
Odoo CRM
Tags (crm.tag)
1:1Pepper Cloud tags on Contacts, Leads, and Opportunities migrate as flat crm.tag records with TagAssignment linking to the Odoo Lead or Opportunity. Odoo's tag system is per-pipeline by default; if the customer uses tags across multiple business lines, we configure tags at the crm.lead model level during schema setup. Tag names are preserved verbatim; no hierarchical restructuring is applied unless specified during scoping.
Pepper Cloud
WhatsApp Conversation
Odoo CRM
Not applicable
1:1Pepper Cloud WhatsApp message content cannot be exported via the private app API. Only conversation metadata (contact reference, timestamp, channel label) is accessible. We flag this limitation during scoping and preserve what we can: the channel attribution on the Contact or Lead record, and any timestamps associated with WhatsApp-sourced lead capture events. We advise customers to export WhatsApp chat history separately via WhatsApp's own chat export feature before migration if message content is business-critical. We do not attempt a full message log transfer.
Pepper Cloud
Workflow Automation
Odoo CRM
Not applicable
1:1Pepper Cloud workflow automation rules (automated follow-ups, lead assignment logic, stage-change triggers) are not accessible via the private app API in a portable format. We document each automation rule observed in the source workspace during the discovery walk-through and deliver a configuration guide with the Odoo equivalent action (Odoo Server Actions, Automated Actions via Studio, or Python code) for the customer's admin to rebuild post-migration. This is a manual rebuild step outside standard migration scope.
| Pepper Cloud | Odoo CRM | Compatibility | |
|---|---|---|---|
| Contact | Contact1:1 | Fully supported | |
| Lead | Lead1:1 | Fully supported | |
| Account (Company) | Contact (linked to Company)1:1 | Fully supported | |
| Opportunity | Opportunity1:1 | Fully supported | |
| Pipeline | Pipeline (crm.lead)lossy | Fully supported | |
| Task | Task (crm.activity)1:1 | Fully supported | |
| User / Owner | User1:1 | Fully supported | |
| Custom Fields | Custom Fields (ir.model.fields)lossy | Mapping required | |
| Attachment | Attachment (ir.attachment)1:1 | Fully supported | |
| Tags / Labels | Tags (crm.tag)1:1 | Mapping required | |
| WhatsApp Conversation | Not applicable1:1 | Fully supported | |
| Workflow Automation | Not applicable1:1 | Fully supported |
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.
Pepper Cloud gotchas
WhatsApp conversation content cannot be exported via API
Custom field schema varies by pricing tier
Pricing is quote-only with no public rate card
No public bulk export or documented API rate limits
Workflow automation rules are not portable
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 scoping
We audit the source Pepper Cloud workspace across plan tier (Starter, Business, Enterprise), record counts (Contacts, Leads, Accounts, Opportunities, Tasks, Attachments), custom field inventory, pipeline stage names, active workflow rules, and integration inventory. We extract API data using Pepper Cloud's private app bearer token with conservative pagination and retry logic given the undocumented rate limits. The discovery output is a written scope document with record counts, field mapping table, integration handoff list, and an explicit flag on any data that cannot migrate (WhatsApp message content, workflow rules, sequence cadences).
Schema design and Odoo stage configuration
We configure the destination Odoo CRM schema before any data import. This includes creating Odoo custom fields (via XML or Studio) to match Pepper Cloud custom fields, configuring CRM pipeline stages with names and probabilities matching the source pipeline, setting up crm.team records if multiple pipelines exist, creating Tags in the crm.tag model, and provisioning the Odoo User records needed for OwnerId resolution. Schema changes are deployed to an Odoo test database first for validation. We coordinate with the customer's Odoo admin or implementation partner if Odoo is on-premise or Odoo.sh hosted.
Data extraction and transformation
We extract data from Pepper Cloud via their private app API using batched GET requests with exponential backoff. The extraction phase outputs CSV or JSON files per object (Contacts, Leads, Accounts, Opportunities, Tasks, Attachments, Tags). We transform records during extraction: the Contact-Account split (Pepper Cloud Accounts become Odoo Company contacts with is_company=True), the Opportunity stage name to Odoo stage_id resolution, owner email to Odoo user_id lookup, and custom field type casting. We flag any records with missing required fields and hold them in a quarantine file for customer review.
Sandbox migration and reconciliation
We run a full migration into an Odoo test environment (Odoo.sh staging branch or a separate database) using production-like data volume. The customer's team reconciles record counts (Contacts in, Leads in, Accounts in, Opportunities in), spot-checks 25-50 records against the Pepper Cloud source for field accuracy, and validates that custom fields rendered correctly in Odoo. Any mapping corrections are documented and applied to the production migration script before the next phase begins.
Production migration in dependency order
We run production migration in record-dependency order: Users and Owners (validated against the Odoo User table), Companies (Pepper Cloud Accounts as Odoo Company contacts), Contacts (with parent company_id resolved), Leads (with stage_id mapped), Opportunities (with partner_id, stage_id, and user_id resolved), Tasks (mail.activity linked to Leads or Opportunities), Attachments (ir.attachment linked via res_model and res_id), and Tags (crm.tag with TagAssignment). Each phase emits a row-count reconciliation report before the next phase begins. We use Odoo's XML-RPC or csv import with the --use-msgqueue option for large batch processing.
Cutover, validation, and automation rebuild handoff
We freeze writes to the Pepper Cloud workspace during cutover, run a final delta migration of any records created or modified during the migration window, then enable Odoo CRM as the system of record. We deliver the automation inventory document (Pepper Cloud workflow rules documented with Odoo Studio equivalents) and the integration readiness report to the customer's admin team. We support a one-week hypercare window to resolve reconciliation issues surfaced by the sales team. We do not rebuild Pepper Cloud automations as Odoo Server Actions inside the standard migration scope; that is a separate engagement or an internal admin task.
Platform deep dives
Pepper Cloud
Source
Strengths
Weaknesses
Odoo CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Pepper Cloud and Odoo CRM.
Object compatibility
1 of 8 objects need a mapping; the rest are 1:1.
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
Pepper Cloud: Not publicly documented.
Data volume sensitivity
Pepper Cloud 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
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