CRM migration
Field-level mapping, validation, and rollback between Timefold and HubSpot. We move data and schema; workflows are rebuilt natively in HubSpot.
Timefold
Source
HubSpot
Destination
Compatibility
12 of 12
objects map 1:1 between Timefold and HubSpot.
Complexity
BStandard
Timeline
48–96 hours of active migration time
Overview
Timefold is a constraint-solver platform for field service routing, employee shift scheduling, and pick-up-and-delivery optimization. Its data model centers on Tenants, Members, Models, Planning Entities, Problem Facts, and Constraint Configuration — not standard CRM objects. HubSpot's object model is built around Contacts, Companies, Deals, Tickets, and native Activities. These architectures diverge at the foundation: Timefold stores optimization output (plan scores, constraint weights, shift assignments, route sequences) that has no direct HubSpot equivalent. FlitStack AI migrates what can be migrated: member records become HubSpot Contacts; tenants become HubSpot Companies; shifts become Tasks; routes and plans become HubSpot Custom Objects; constraint configuration and score history become custom fields. What cannot migrate: Timefold's constraint solver (DRL rules, weight tuning, PlanningAI engine), real-time optimization behavior, and solver state — those must be rebuilt using HubSpot workflows or external systems. The migration extracts from Timefold's REST API using bearer-token authentication, paginates through tenants and plans, preserves parent-child relationships and assignment links, and loads into HubSpot via the Contacts API, Companies API, and custom-object bulk endpoints. We run a field-level diff on a sample slice before committing the full run.
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 HubSpot, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Timefold
Tenant
HubSpot
Company
1:1Timefold tenants represent organizational units in the planning platform. Each tenant maps to one HubSpot Company record as the top-level organizational container. Multi-tenant hierarchies (parent/child tenants) map using HubSpot's parent company field. Tenant metadata (created date, subscription tier) migrates as custom properties on the Company record.
Timefold
Member
HubSpot
Contact
1:1Timefold members are the human users or resources who receive shift assignments and route plans. Each member becomes a HubSpot Contact with name, email, phone, and role information preserved. Member status (active/inactive) and member type (employee, contractor) become HubSpot Contact custom properties.
Timefold
Role
HubSpot
HubSpot Team
1:1Timefold roles define access permissions and skill designations for members within a tenant. Roles map to HubSpot Teams for permission grouping, with role names and skill tags preserved as team description fields or custom properties. Complex multi-skill role definitions that exceed HubSpot Teams scope are surfaced as additional custom Contact properties.
Timefold
Model
HubSpot
Custom Object (Timefold_Model)
1:1Timefold models define the type of optimization problem (field service routing, shift scheduling, vehicle routing). These have no direct HubSpot equivalent, so we create a Timefold_Model custom object to store model name, model type, constraint count, and planning horizon as custom properties. The custom object provides a reference catalog for all migrated plans.
Timefold
Plan (solution snapshot)
HubSpot
Custom Object (Timefold_Plan)
1:1A Timefold plan is the solver output at a point in time — shifts assigned, routes sequenced, score calculated. We create a Timefold_Plan custom object holding the plan name, model reference, plan timestamp, solver score (parsed into hard/medium/soft components), and links to associated shift and route records. Plans are historical snapshots, not live solver state.
Timefold
Planning Entity (Shift)
HubSpot
Task
1:1Shift planning entities represent work blocks assigned to members. These map to HubSpot Tasks with custom properties for shift start time, end time, location, required skills, and assigned member lookup. Task subject carries the shift identifier; task status reflects completion state from the source plan.
Timefold
Planning Entity (Route)
HubSpot
Custom Object (Timefold_Route)
1:1Route planning entities in field service models represent vehicle or technician routes. HubSpot has no native route object, so we create a Timefold_Route custom object with stops (as line items or related custom records), vehicle reference, total distance, and route sequence. Route status and score contribution are preserved as custom properties.
Timefold
Problem Fact (Location)
HubSpot
Company
1:1Timefold locations (depots, customer sites, job addresses) used as planning problem facts map to HubSpot Company records. Address, name, and location type (depot, customer, waypoint) are preserved. Locations used in route plans are linked to the relevant route via custom object associations.
Timefold
Problem Fact (Vehicle)
HubSpot
Deal
1:1Vehicles used in routing models represent assets or resources available for assignments. These map to HubSpot Deals with custom properties for vehicle ID, capacity, skills, and availability windows. The Deal object provides a natural container for vehicle-specific data and can link to associated route records.
Timefold
Constraint Configuration
HubSpot
Custom Properties on Plan object
1:1Timefold constraint rules (hard, medium, soft) with weight values have no HubSpot equivalent. We store constraint names, types, and weights as custom properties on the Timefold_Plan custom object. Constraint builders (DRL expressions, nearby selection rules) are preserved as long-text reference fields for rebuild planning.
Timefold
Solver Score
HubSpot
Custom Fields on Plan object
1:1Timefold solver scores follow the format 0hard/-257medium/-6119520soft. We parse these into three separate custom number fields on the Timefold_Plan object: Score_Hard__c, Score_Medium__c, and Score_Soft__c. This enables reporting and filtering in HubSpot without parsing the composite string. Each score component can then be used individually in HubSpot workflow conditions, list filters, and dashboard visualizations for plan quality analysis.
Timefold
Assignment (member-to-shift link)
HubSpot
Task–Contact association
1:1The solver assigns members to shifts as a core planning variable. In HubSpot, each Task carries an assigned-owner link to the corresponding Contact record. The assignment timestamp and any override flags are stored as custom properties on the Task for audit continuity.
| Timefold | HubSpot | Compatibility | |
|---|---|---|---|
| Tenant | Company1:1 | Fully supported | |
| Member | Contact1:1 | Fully supported | |
| Role | HubSpot Team1:1 | Fully supported | |
| Model | Custom Object (Timefold_Model)1:1 | Fully supported | |
| Plan (solution snapshot) | Custom Object (Timefold_Plan)1:1 | Fully supported | |
| Planning Entity (Shift) | Task1:1 | Fully supported | |
| Planning Entity (Route) | Custom Object (Timefold_Route)1:1 | Fully supported | |
| Problem Fact (Location) | Company1:1 | Fully supported | |
| Problem Fact (Vehicle) | Deal1:1 | Fully supported | |
| Constraint Configuration | Custom Properties on Plan object1:1 | Fully supported | |
| Solver Score | Custom Fields on Plan object1:1 | Fully supported | |
| Assignment (member-to-shift link) | Task–Contact association1:1 | 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
HubSpot gotchas
Marketing Contacts billing model is migration-critical
Feature tier gating is not visible until onboarding
Mandatory onboarding fees inflate year-one cost
HubSpot CSV importer cannot migrate engagements or attachments
Custom objects require Enterprise and a pre-existing schema
Pair-specific challenges
Migration approach
Discovery and data audit
We authenticate to Timefold via REST API using your bearer token, enumerate all tenants accessible under your account, and audit the full object inventory: member count, plan history volume, constraint configurations per model, and relationship graph density (how many shifts per plan, how many route stops per plan). This step identifies which custom objects need creation in HubSpot, how many custom properties are required, and whether any tenant data exceeds API pagination limits. We deliver a migration scope document before any data moves.
HubSpot schema setup
We create the custom objects and custom properties in HubSpot required for Timefold data: the Timefold_Model and Timefold_Plan custom objects, the Timefold_Route custom object, and all custom fields for solver scores, constraint configurations, shift metadata, location types, and vehicle references. Properties are created with correct types (datetime, number, pick-list, multi-select) before any data loads. HubSpot property name limits and character restrictions are applied during schema design.
API extraction and relationship mapping
We extract all data from Timefold's REST API: member records, shift assignments, route plans, location records, vehicle records, constraint configurations, and plan scores. Extraction uses cursor-based pagination to handle large plan histories and respects Timefold API rate limits. Relationships are preserved in the extraction output: which member is assigned to which shift, which plan contains which shifts and routes, and which location is referenced by which stop.
Data transformation
We transform extracted Timefold records into HubSpot-compatible format. JSON-based solver scores are parsed into separate hard/medium/soft custom fields on the Plan object. Member-to-shift assignments map to HubSpot Task ownership with additional historical assignment properties. Many-to-many relationships are resolved against your chosen junction strategy. Constraint rule definitions are serialized as long-text custom field values. Any records with missing required fields are flagged in a pre-load validation report.
HubSpot load and validation
We load data into HubSpot in dependency order: Companies first, then Contacts, then Tasks, then custom objects. Relationships resolve during load (Contact tenant affiliation, Task owner assignment, Plan model reference). We run a field-level diff comparing record counts, property completeness, and relationship integrity against the Timefold source data. A reconciliation report is delivered before you cut over. If validation fails, one-click rollback reverts all loaded records and the issue is addressed before a retry.
Cutover and delta pickup
During cutover, Timefold remains fully operational with no write access required from our system. A delta-pickup window (24–48 hours) captures any records modified in Timefold between the initial extraction and your go-live decision. After cutover confirmation, we deliver the full migration audit log, a constraint-rebuild reference document mapping each Timefold constraint rule to a recommended HubSpot workflow equivalent, and a post-migration data quality report. Your Timefold instance can be decommissioned or downgraded after you confirm data integrity in HubSpot.
Platform deep dives
Timefold
Source
Strengths
Weaknesses
HubSpot
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 Timefold and HubSpot.
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
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 HubSpot migration scoping. Not seeing yours? Book a call.
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