CRM migration
Field-level mapping, validation, and rollback between Timefold and Odoo CRM. We move data and schema; workflows are rebuilt natively in Odoo CRM.
Timefold
Source
Odoo CRM
Destination
Compatibility
8 of 10
objects map 1:1 between Timefold and Odoo CRM.
Complexity
BStandard
Timeline
48–72 hours
Overview
Timefold and Odoo CRM serve fundamentally different operational roles. Timefold is an AI constraint-satisfaction platform that models planning problems as entities (employees, shifts, visits, routes), problem facts (locations, vehicles, skills), and optimization constraints. Odoo CRM is a partner-based CRM that organizes data around res.partner records with crm.lead for leads and opportunities, calendar.event for activities, and crm.lead custom fields for extended data. These data models do not align natively, so the migration requires creating new partner and lead records from Timefold's planning entity data, mapping scheduling metadata into custom fields on crm.lead, and exporting constraint configurations as JSON reference data. Odoo has no native constraint-satisfaction engine, so the rule logic that drives Timefold replanning must be manually rebuilt in Odoo Studio. FlitStack AI sequences the migration via Timefold's REST API: extracting planning entities and constraint configurations, transforming them into Odoo's XML-RPC import format, and loading records through Odoo's base_import module. A 24–48 hour delta-pickup window captures in-flight changes during cutover. All automations, workflows, and action rules in Timefold do not migrate and require manual rebuild.
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 Timefold 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.
Timefold
Planning Entity (Employee/Technician/Driver)
Odoo CRM
res.partner
1:1Timefold employees map to Odoo res.partner records. Skills, availability windows, and contract constraints become custom fields on the partner. Email-matched users receive Odoo internal user records with active status; others become inactive partners with a Source_System__c reference preserving the original Timefold identifier for reconciliation. For example, a Timefold employee with email [email protected] and skills 'HVAC Certification' and 'Forklift Licensed' creates an active Odoo user with custom fields skill_ids and availability_window__c populated.
Timefold
Planning Entity (Shift/Visit/Route)
Odoo CRM
crm.lead
1:1Timefold shifts, visits, and route stops are not native Odoo CRM entities. FlitStack AI creates crm.lead records per planning entity, populating custom fields (shift_date, planned_hours, visit_address, visit_priority) to preserve scheduling metadata. Constraint configuration applied to each lead is stored as a JSON custom field for rebuild reference.
Timefold
Problem Fact (Location/Geo-coordinate)
Odoo CRM
res.partner (address fields) + crm.lead (extra location fields)
many:1Customer locations stored as problem facts in Timefold merge into the partner address on res.partner and into visit_address on the corresponding crm.lead. Geographic coordinates (latitude/longitude), time windows, and service duration migrate as custom fields on the crm.lead record for geospatial queries and service-level agreement tracking in Odoo after migration.
Timefold
Problem Fact (Vehicle/Resource)
Odoo CRM
stock.quant (custom resource model) + crm.lead
many:1Vehicles and capacity resources from Timefold map to a custom resource model in Odoo (stock.quant or a dedicated res.partner subclass). Vehicle capacity and utilization percentages migrate as custom float fields on the resource record, linked to visits (crm.lead) via a Many2one relationship.
Timefold
Skill / Constraint Requirement
Odoo CRM
crm.lead custom field (Skill_Requirements__c)
1:1Timefold skill requirements and constraint rules have no native Odoo equivalent. Each skill tag migrates to a custom text or char field on crm.lead. The constraint configuration (required skills, minimum qualifications, legal compliance rules) is exported as JSON and stored in a constraint_config__c custom field for your Odoo admin to translate into Studio rules.
Timefold
Planning Solution (Score / Constraint Breakdown)
Odoo CRM
crm.lead custom field (Score__c, Hard_Score__c, Soft_Score__c)
1:1Timefold's hard/medium/soft score and score breakdown migrate as custom integer fields on each crm.lead record. This preserves the optimization quality of the original schedule without requiring Odoo to rerun the solver. Score__c stores the overall score; Hard_Score__c and Soft_Score__c store individual constraint levels.
Timefold
Constraint Configuration (Named Rule Sets)
Odoo CRM
crm.lead custom field (Constraint_Config__c)
1:1Timefold constraint configurations (e.g., employee availability rules, travel time limits, fairness constraints) are model-level definitions. No native Odoo equivalent exists, so FlitStack exports each configuration as a JSON blob in a Constraint_Config__c custom field on crm.lead as a reference for manual Odoo Studio rebuild.
Timefold
User / Member
Odoo CRM
res.users
1:1Timefold platform members are matched to Odoo res.users by email. Active Timefold members receive active Odoo users; inactive members become inactive Odoo users with a Source_System_ID__c reference. Roles and tenant assignments are not portable and require Odoo access rights configuration post-migration.
Timefold
Planning Entity (Appointment/Meeting)
Odoo CRM
calendar.event
1:1Timefold visits and appointments with confirmed start and end times map directly to Odoo calendar.event records, linked to the partner (res.partner) and optionally to the corresponding crm.lead. Original planned times and actual times are preserved in separate datetime fields. This ensures scheduling continuity for customer-facing appointments and enables Odoo calendar views and reminders post-migration.
Timefold
Planning Entity (Task/Sub-activity)
Odoo CRM
mail.message or crm.lead activity
1:1Sub-tasks and sub-activities within a Timefold shift or visit map to Odoo mail.message records attached to the crm.lead or calendar.event. Original task names, descriptions, and status flags migrate as custom fields and message body text for full activity audit trail continuity.
| Timefold | Odoo CRM | Compatibility | |
|---|---|---|---|
| Planning Entity (Employee/Technician/Driver) | res.partner1:1 | Fully supported | |
| Planning Entity (Shift/Visit/Route) | crm.lead1:1 | Fully supported | |
| Problem Fact (Location/Geo-coordinate) | res.partner (address fields) + crm.lead (extra location fields)many:1 | Fully supported | |
| Problem Fact (Vehicle/Resource) | stock.quant (custom resource model) + crm.leadmany:1 | Fully supported | |
| Skill / Constraint Requirement | crm.lead custom field (Skill_Requirements__c)1:1 | Fully supported | |
| Planning Solution (Score / Constraint Breakdown) | crm.lead custom field (Score__c, Hard_Score__c, Soft_Score__c)1:1 | Fully supported | |
| Constraint Configuration (Named Rule Sets) | crm.lead custom field (Constraint_Config__c)1:1 | Fully supported | |
| User / Member | res.users1:1 | Fully supported | |
| Planning Entity (Appointment/Meeting) | calendar.event1:1 | Fully supported | |
| Planning Entity (Task/Sub-activity) | mail.message or crm.lead activity1:1 | 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.
Timefold gotchas
Score DRL to Constraint Streams migration is non-trivial
Hard constraint enforcement failures reported in production
Solver migration bugs are upstream-dependent
Neighborhoods API is preview-only and subject to breaking changes
Commercial tier features are edition-gated without feature-flag documentation
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
Extract Timefold planning data via API
FlitStack AI connects to Timefold's REST API using your API key and extracts all planning entity types, problem facts, constraint configurations, planning solutions, scores, and user records. We export the full constraint configuration set (model definitions, rule sets, score weights) as a separate JSON reference file for Odoo Studio rebuild. The extraction uses adaptive batching with rate-limit backoff and produces a manifest of record counts per entity type for scoping validation.
Create Odoo custom fields and schema
Before data loads, FlitStack AI creates the required custom fields on crm.lead and res.partner in your Odoo instance: shift_date__c, planned_hours__c, planned_start__c, planned_end__c, score__c, hard_score__c, soft_score__c, constraint_config__c, model_name__c, time_window_start__c, time_window_end__c, utilization_pct__c, vehicle_capacity__c, and Source_System_ID__c. Fields are created via Odoo's XML data loading or directly through the ORM. Your Odoo admin receives notifications to configure access rights on each custom field before the migration run begins.
Map and transform data, then run a sample migration
Timefold employees map to res.partner with skill custom fields. Timefold shifts, visits, and routes map to crm.lead records with scheduling metadata in the custom fields. Constraint configurations are exported as JSON and stored in constraint_config__c. A sample migration of 50–200 records (covering at least two entity types and one constraint configuration) runs first. FlitStack AI generates a field-level diff showing every source field, its transformed destination value, and any custom field populated. You verify the mapping before the full run commits.
Full migration with delta-pickup and audit log
The full migration loads all records into Odoo CRM via XML-RPC and base_import. A 24–48 hour delta-pickup window captures any changes made in Timefold during the cutover period. FlitStack AI generates an audit log of every record created, linked, and transformed, with source ID traceability. One-click rollback reverts the Odoo database to its pre-migration state if reconciliation identifies critical discrepancies. The constraint configuration JSON file is delivered alongside the migration report as the primary rebuild reference for your Odoo admin.
Platform deep dives
Timefold
Source
Strengths
Weaknesses
Odoo CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. All 8 core objects map 1:1 between Timefold and Odoo CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Timefold and Odoo CRM.
Object compatibility
All 8 core objects map 1:1 between Timefold and Odoo CRM.
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
Timefold: Not publicly documented on the Timefold Platform REST API.
Data volume sensitivity
Timefold exposes a bulk API — large-volume migrations stream efficiently.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during Timefold to Odoo CRM migration scoping. Not seeing yours? Book a call.
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