CRM migration
Field-level mapping, validation, and rollback between Anthill CRM and Odoo CRM. We move data and schema; workflows are rebuilt natively in Odoo CRM.
Anthill CRM
Source
Odoo CRM
Destination
Compatibility
8 of 12
objects map 1:1 between Anthill CRM and Odoo CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Anthill CRM to Odoo CRM requires translating a workflow-stream data model into a stage-based CRM pipeline while preserving the team-role assignments that Anthill uses to distribute work across Sales, Admin, and Support. Anthill represents deal progression as workflow states within named streams; Odoo CRM represents it as Opportunities with stage values inside a configurable pipeline. We extract the workflow stage definitions during discovery, build a stage-mapping document, and apply it before the first Opportunity import so that records land in the correct Odoo stage without flatlining into an unclassified state. Anthill's SOAP and JSON APIs lack published bulk-export endpoints and rate limits, so we proceed conservatively with staggered pulls and cross-validate against CSV exports where the object schema permits. Dashboard configurations, workflow automations, and custom report definitions are configuration data that neither API exposes; we document these for the customer's team to rebuild in Odoo Studio or via the app's visual builder post-migration.
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 Anthill 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.
Anthill CRM
Enquiry
Odoo CRM
Lead
1:1Anthill Enquiry records map to Odoo CRM Lead. The Anthill enquiry status and associated workflow stream become the Odoo Lead stage and crm_team. We extract the workflow stream definition during discovery to build the stage mapping before the first import run. The original Anthill enquiry identifier is preserved in a custom field anthill_enquiry_id for audit and reconciliation. All standard Lead fields (name, email_from, phone, partner_name for company, description for notes) migrate directly; picklist values not present in Odoo are flagged for the customer to create before import.
Anthill CRM
Customer
Odoo CRM
Contact + Account
1:manyAnthill Customer records hold contact and company data in a single object. We split this into Odoo Contact (the person) and Account (the company) by using the contact_name and company_name fields from Anthill if available, or by parsing the customer_name field for a name-company split pattern. The Account is created first so that the Contact's partner_id (Account) reference is satisfied at insert time. Any Anthill customer with no company affiliation becomes a standalone Contact without an Account parent.
Anthill CRM
Workflow
Odoo CRM
CRM Stage + crm.team
lossyAnthill Workflows define the stages a customer interaction passes through and assign actions to teams (Sales, Admin, Support). Each named workflow stream maps to an Odoo CRM pipeline, and each workflow state maps to an Odoo stage within that pipeline. The team-level action assignments map to Odoo Sales Team membership and the responsible_user_id on each Opportunity. We generate a workflow-to-pipeline mapping document during scoping and apply it before the first Opportunity import. If Anthill workflows have conditional branching, we map the primary branch only and flag conditional paths for the customer to configure manually in Odoo.
Anthill CRM
Activity
Odoo CRM
Note + Task
1:1Anthill Activities tied to Enquiries and Customers map to Odoo Note records linked via mail.activity to the parent Lead or Contact, and to Task records where a discrete action item with a due date exists. Anthill does not expose a documented activity-history bulk endpoint, so we pull activity records via per-Enquiry API calls and batch them by object type. Activity timestamps and content text migrate directly; attachment handling depends on whether the activity has linked files in Anthill's storage layer.
Anthill CRM
Owner / Team Assignment
Odoo CRM
User + crm.team
1:1Anthill organises actions by team (Sales, Admin, Support) and assigns record owners to individuals within those teams. We map Anthill team names to Odoo crm.team records and Anthill owner email addresses to Odoo res.users by email match. Any Anthill owner without a matching Odoo User is placed in a reconciliation queue for the customer's admin to provision before record import proceeds. Team-level assignments without a specific owner map to the Odoo crm.team record directly.
Anthill CRM
Custom Properties
Odoo CRM
Custom Fields (ir.model.fields)
lossyAnthill supports custom fields per object but does not publish a field reference catalogue. We pull the actual field inventory by introspecting API responses during discovery, then provision equivalent custom fields in Odoo via the Settings > Technical > Custom Fields interface before import. Picklist-type custom fields map to Odoo selection fields with values created under Settings > Technical > Selection Values. Fields with no Odoo equivalent are flagged in the migration report for the customer to decide whether to carry forward or archive.
Anthill CRM
Pipeline Stages
Odoo CRM
crm.stage
lossyAnthill represents deal progression as workflow stream states rather than a column-based pipeline. We extract each workflow's stage names and statuses and map them to Odoo crm.stage records within the relevant crm.team pipeline. Stage probability values migrate to the probability field on each Opportunity record. Stage sequence ordering is preserved via the sequence field on crm.stage.
Anthill CRM
Dashboard
Odoo CRM
Not migrated (documented only)
1:1Anthill live dashboards are configuration files within the platform's internal visualisation engine and are not exposed through the SOAP or JSON API. We do not attempt an API export because one does not exist. Instead, we perform a dashboard audit during discovery: we document the layout, metrics, filters, data sources, and team-level access rules from the live Anthill system and deliver a written dashboard specification that the customer's Odoo administrator uses to rebuild the most critical dashboards using Odoo Studio or the reporting interface post-migration.
Anthill CRM
Automation
Odoo CRM
Not migrated (documented only)
1:1Anthill automations are scoped to workflow state transitions and reference Anthill-specific contact properties and action types. They cannot be directly migrated to Odoo automated actions because the trigger conditions, action types, and field references differ fundamentally. We deliver a written automation inventory that documents each Anthill automation's trigger event, conditions, actions, and team assignment, with a recommended Odoo Automated Action or server_action equivalent. Rebuilding automations in Odoo is a post-migration configuration task performed by the customer's admin or an Odoo implementation partner.
Anthill CRM
Users
Odoo CRM
res.users
1:1Anthill User records and their team assignments map to Odoo res.users and crm.team membership. We resolve by email match against the Odoo User table. Inactive Anthill users map to inactive Odoo users to preserve historical assignment without granting active system access. Team membership records are created in the Odoo crm_team_member table during migration.
Anthill CRM
Enquiry attachments
Odoo CRM
ir.attachment
1:1File attachments associated with Anthill Enquiries (such as uploaded documents, signed forms, or referenced files) migrate as Odoo ir.attachment records linked to the parent Lead via res_model and res_id. We pull attachment URLs from the Anthill API where exposed and download them to local storage before uploading to Odoo via the /web/binary/upload_attachment endpoint. Attachments without a reachable URL in Anthill are flagged in the migration report for manual handling.
Anthill CRM
Quotes and invoices
Odoo CRM
sale.order + account.move
1:1If the Anthill instance includes linked quote or invoice data (available on Anthill Professional and Enterprise tiers), these map to Odoo sale.order and account.move records respectively. Quotes migrate as sale.order in draft state for the customer's admin to review before sending. Invoices migrate as account.move records in the appropriate state (draft or posted) depending on the Anthill invoice status. The customer_name and product references are resolved through the Account and product.product lookups created in the earlier mapping phases.
| Anthill CRM | Odoo CRM | Compatibility | |
|---|---|---|---|
| Enquiry | Lead1:1 | Fully supported | |
| Customer | Contact + Account1:many | Fully supported | |
| Workflow | CRM Stage + crm.teamlossy | Fully supported | |
| Activity | Note + Task1:1 | Fully supported | |
| Owner / Team Assignment | User + crm.team1:1 | Fully supported | |
| Custom Properties | Custom Fields (ir.model.fields)lossy | Mapping required | |
| Pipeline Stages | crm.stagelossy | Mapping required | |
| Dashboard | Not migrated (documented only)1:1 | Fully supported | |
| Automation | Not migrated (documented only)1:1 | Fully supported | |
| Users | res.users1:1 | Fully supported | |
| Enquiry attachments | ir.attachment1:1 | Fully supported | |
| Quotes and invoices | sale.order + account.move1:1 | 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.
Anthill CRM gotchas
Dashboard configurations cannot be exported via API
Workflow-as-pipeline model requires structural remapping
No publicly documented API rate limits or bulk-export endpoint
Custom properties schema not publicly documented
Glitches and steep learning curve in advanced customisation areas
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 API capability audit
We audit the Anthill instance via the JSON and SOAP APIs across all objects (Enquiries, Customers, Activities, Workflows, Custom Properties, Users, and team assignments). We pull a representative record sample to confirm field coverage, introspect custom field names and types, and identify any API responses that return empty or null values for fields that should contain data. We also attempt a CSV export for each object that supports one to establish a parallel data path. The discovery output is a written migration scope confirming object coverage, a list of unmapped objects (Dashboards, Automations), and a proposed workflow-to-pipeline mapping for review before design begins.
Workflow-to-stage mapping design
We review the live Anthill workflow definitions with the customer, extracting each named stream, its stage states, the associated team assignments, and any conditional routing logic. We design the Odoo CRM pipeline structure: one crm.team per Anthill team (Sales, Admin, Support), one crm.pipeline per major workflow stream, and crm.stage records mapped to each Anthill workflow state with probability values. This stage mapping is reviewed and signed off by the customer before Odoo schema provisioning begins. We create any required custom fields in Odoo via the Settings > Technical > Custom Fields interface at this stage.
Sandbox migration and reconciliation
We run a full migration into an Odoo database snapshot or a staging environment using production-like data volume. The customer's operations lead reconciles record counts (Leads in, Contacts in, Accounts in, Opportunities in), spot-checks 25-50 random records against the Anthill source, and validates that workflow stage assignments are correct for a sample of Opportunities. Any field mapping corrections, picklist value gaps, or pipeline configuration errors are corrected at this stage. The customer signs off the staging results before production migration is scheduled.
Owner and team reconciliation
We extract every distinct Anthill owner email and team assignment across Enquiries, Customers, Activities, and workflow actions. Owners are matched by email against the Odoo res.users table. Anthill team names (Sales, Admin, Support) are matched against crm.team records in Odoo. Any Anthill owner without a matching Odoo User or any team without a matching crm.team is placed in a reconciliation queue for the customer's admin to provision before production import resumes. Migration cannot safely proceed past this step because Opportunity and Lead records require a valid responsible_user_id and team_id at insert time.
Production migration in dependency order
We run production migration in record-dependency order: crm.team and res.users (validated from step 4), Accounts (from Anthill company data in Customer records), Contacts (with partner_id resolved to the Account created in the previous phase), Leads (with stage and crm_team resolved via the workflow mapping from step 2), Opportunities (with partner_id, team_id, stage_id, and responsible_user_id all resolved), Activities (Notes and Tasks via batched XML-RPC calls), Custom Property values (into the pre-provisioned custom fields), and Attachments (via /web/binary/upload_attachment). Each phase emits a row-count reconciliation report before the next phase begins.
Cutover, delta migration, and deliverable handoff
We freeze Anthill writes during the cutover window, run a final delta migration of any records modified or created during the migration window, then hand over Odoo as the system of record. We deliver the dashboard audit document (layout and metric specifications), the automation inventory (with Odoo rebuild recommendations), and the custom field carry-forward decision list. We support a one-week hypercare window for reconciliation issues raised by the team. We do not rebuild Anthill dashboards or automations inside the migration scope; those are documented for the customer's admin or an Odoo implementation partner to configure post-migration.
Platform deep dives
Anthill CRM
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 Anthill CRM 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
Anthill CRM: Not publicly documented.
Data volume sensitivity
Anthill CRM 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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