CRM migration
Field-level mapping, validation, and rollback between Timefold and HighLevel. We move data and schema; workflows are rebuilt natively in HighLevel.
Timefold
Source
HighLevel
Destination
Compatibility
11 of 12
objects map 1:1 between Timefold and HighLevel.
Complexity
BStandard
Timeline
3–7 days
Overview
Timefold is a Planning AI platform focused on constraint-optimized scheduling — shift assignment, field service routing, vehicle routing, and employee rostering — built on a tenant-model architecture with REST API access and commercial editions (Plus, Enterprise) offering score analysis, nearby selection, and partitioned search. HighLevel is an all-in-one CRM platform for agencies and SMBs combining Contact management, Opportunity pipelines, Companies, Custom Objects, Workflows, funnels, and email/SMS automation under a flat-rate subscription starting at $97/month. The two platforms share almost no functional overlap — Timefold optimizes schedules; HighLevel manages customer relationships and automations. FlitStack AI migrates the data that exists in Timefold's CRM-adjacent records (contacts, companies, locations, technicians) into their HighLevel equivalents, maps scheduling and routing metadata to custom fields for reference, and exports workflow and automation definitions for rebuild inside HighLevel's Workflow builder. HighLevel's API rate limits (200,000 requests/day per sub-account, 100 requests/10 seconds) govern migration throughput. The migration does not carry over Timefold's optimization models, constraint definitions, or scoring rules — those are destination-side logic that must be rebuilt using HighLevel's Workflow triggers and actions.
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 HighLevel, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Timefold
Contact / Member
HighLevel
Contact
1:1Timefold members (users within a tenant) who are also customer-facing records map directly to HighLevel Contacts. Member email, name, phone, and role within the Timefold tenant become Contact standard fields. Member ID is preserved as a custom field for traceability and delta-run de-duplication.
Timefold
Tenant
HighLevel
Location / Sub-account
1:1Timefold's multi-tenant architecture (one installation holding multiple tenants, each with its own members and models) maps conceptually to HighLevel's Agency-level account with multiple sub-accounts. If multiple Timefold tenants exist for different business units, each becomes a separate HighLevel sub-account. Tenant-level metadata (tenant ID, name) is preserved as a custom field on each record.
Timefold
Company / Business Entity
HighLevel
Company
1:1If Timefold stores customer or site entities as problem facts (e.g., service locations for field service routing), those map to HighLevel Companies. Company name, address, and contact information transfer as standard Company fields. Parent-child hierarchies within Timefold map to HighLevel's Company hierarchy via the Parent Company field.
Timefold
Planning Model
HighLevel
Custom Object
1:1Timefold planning models (Field Service Routing, Employee Shift Scheduling, Pick-up and Delivery Routing) are algorithmic constructs with no HighLevel equivalent. Model names and configuration metadata are exported as notes attached to a custom object 'Timefold_Planning_Model' for documentation purposes. The optimization logic itself cannot migrate and must be replaced by HighLevel Workflow automation or manual scheduling processes.
Timefold
Planning Entity (Shift, Visit, Route Stop)
HighLevel
Opportunity / Custom Object
1:1Timefold planning entities (shift assignments, customer visits, route stops) carry scheduling metadata (start time, end time, technician assigned, skill requirements, constraint status). These map as records in a custom object 'Timefold_Schedule_Reference' with fields for original plan date, assigned resource, location, and score status. They are reference data — they do not recreate Timefold's solver output inside HighLevel.
Timefold
Problem Fact (Technician, Vehicle, Location)
HighLevel
Contact / Custom Object
many:1Timefold's problem facts describe the resources being scheduled — technicians with skill profiles, vehicles with capacity, service locations with time windows. Technician profiles merge into a HighLevel Contact record with a 'Technician' tag and custom fields for skill set, working hours, and service territory. Vehicles and service locations that exist as separate entities in Timefold map to a custom object 'Timefold_Service_Resource' linked to the Contact.
Timefold
Score (Hard/Medium/Soft Constraints)
HighLevel
Custom Field
1:1Timefold's constraint scoring (e.g., '0hard/-257medium/-6119520soft') reflects how well a plan satisfies business rules. This is a solver output with no CRM equivalent. We preserve the last-known score for each planning run as a custom field on the schedule reference object — purely as historical record. The scoring logic itself cannot migrate to HighLevel's Workflow model.
Timefold
Task / Activity Log
HighLevel
Task
1:1Timefold activity logs (API calls, solver runs, plan updates) map to HighLevel Tasks. Original timestamps, assigned member (mapped to HighLevel user by email), and activity type are preserved. HighLevel's Task object supports status, priority, due date, and user assignment — all populated from the Timefold activity record.
Timefold
Note / Documentation
HighLevel
Note
1:1Notes attached to Timefold planning models, entities, or tenants migrate as HighLevel Notes linked to the corresponding Contact, Company, or Custom Object record. Rich-text formatting is preserved. Original create date is preserved as a custom datetime field since HighLevel's CreatedDate reflects the migration timestamp.
Timefold
Custom Field (on Planning Entity)
HighLevel
Custom Field (on Contact / Custom Object)
1:1Timefold planning entities can carry custom data beyond standard fields. Each custom field on a Timefold entity is evaluated: if a HighLevel equivalent exists (e.g., a text field for technician ID), it maps directly; if no equivalent exists, a HighLevel custom field is created on the target object and populated. HighLevel enforces up to 10 unique fields per custom object and a hard cap of 10 custom objects per sub-account.
Timefold
API Key / Integration Credential
HighLevel
Custom Field / Note
1:1Timefold API keys and integration credentials associated with a tenant or member are exported as encrypted notes in HighLevel for reference during the transition period. They cannot be used inside HighLevel's environment and should be formally decommissioned after migration is fully confirmed and validated. Any active integrations should be recreated using HighLevel API credentials once migration is complete.
Timefold
Tag / Label (on Member or Entity)
HighLevel
Tag
1:1Timefold member tags (e.g., 'admin', 'scheduler', 'field-technician') and entity labels migrate directly to HighLevel Tags on the corresponding record. HighLevel's tag model supports multiple tags per record with no limit on tag count. Tags are preserved for segmentation purposes inside HighLevel's SmartLists, Workflow triggers, and reporting filters.
| Timefold | HighLevel | Compatibility | |
|---|---|---|---|
| Contact / Member | Contact1:1 | Fully supported | |
| Tenant | Location / Sub-account1:1 | Fully supported | |
| Company / Business Entity | Company1:1 | Fully supported | |
| Planning Model | Custom Object1:1 | Fully supported | |
| Planning Entity (Shift, Visit, Route Stop) | Opportunity / Custom Object1:1 | Fully supported | |
| Problem Fact (Technician, Vehicle, Location) | Contact / Custom Objectmany:1 | Fully supported | |
| Score (Hard/Medium/Soft Constraints) | Custom Field1:1 | Fully supported | |
| Task / Activity Log | Task1:1 | Fully supported | |
| Note / Documentation | Note1:1 | Fully supported | |
| Custom Field (on Planning Entity) | Custom Field (on Contact / Custom Object)1:1 | Fully supported | |
| API Key / Integration Credential | Custom Field / Note1:1 | Fully supported | |
| Tag / Label (on Member or Entity) | Tag1:1 | 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
HighLevel gotchas
Sub-account architecture creates isolated data silos per client
Usage-based telecom and AI costs are not in the subscription price
Workflows have no native equivalent in most destination CRMs
API rate limits cap bulk migration throughput at 100 requests per 10 seconds per sub-account
White-label configuration and branding assets do not export via API
Pair-specific challenges
Migration approach
Audit Timefold data architecture and enumerate migration-ready records
FlitStack AI connects to Timefold via REST API using your platform credentials. We enumerate all tenants, members, companies (problem facts), planning entities, and activity logs. We classify each record type as migration-eligible (contacts, companies, custom objects) or reference-only (optimization models, constraint definitions, solver scores). This audit produces a record-count breakdown and a custom object consolidation plan if your Timefold data exceeds HighLevel's 10-custom-object cap. You receive a migration scope document before any data moves.
Map Timefold members to HighLevel users and contacts by email
Timefold members who are customer-facing (e.g., technicians, schedulers) are matched against HighLevel users by email address. If a HighLevel user does not exist for a Timefold member, FlitStack AI creates the Contact record and flags the member for your team to provision the corresponding HighLevel user account. Unresolved members receive a fallback owner assignment with a custom tag 'Requires_HL_User_Setup'. No record lands in HighLevel without a mapped owner.
Build HighLevel custom objects and custom fields before data ingestion
FlitStack AI creates the Timefold_Schedule_Reference custom object and the Timefold_Service_Resource custom object in your HighLevel sub-account, along with all required custom fields (Source_Member_ID__c, Source_Tenant_ID__c, Original_Create_Date__c, Skills__c, Service_Territory__c, constraintScore, planStatus). We also create the 'Requires_HL_User_Setup' tag. If your Timefold data requires more than 10 custom objects, we present the consolidation plan (record-type discriminator pattern) for your approval before creating any objects.
Run a sample migration with field-level diff on a representative slice
A sample migration runs against a 100–500 record slice covering contacts from multiple Timefold members, companies, planning entity records, and activity logs. We generate a field-level diff showing source value vs. destination value for every mapped field, including custom object records and tags. You verify that technician skill profiles rendered correctly in the Skills__c field, that plan dates appear in the Timefold_Schedule_Reference object, and that member-to-contact resolution produced expected results. Approval of the sample unlocks the full migration.
Execute full migration with delta-pickup window and audit log
The full migration runs in batches throttled to HighLevel's API rate limits (100 requests per 10 seconds). A delta-pickup window of 24–48 hours captures any records created or modified in Timefold during the migration run. Every operation — create, update, link, tag — is logged in FlitStack AI's audit log. After the delta pickup closes, we run a reconciliation report comparing record counts and field completeness between Timefold and HighLevel. One-click rollback is available if reconciliation reveals gaps exceeding your defined threshold.
Platform deep dives
Timefold
Source
Strengths
Weaknesses
HighLevel
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 HighLevel.
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 HighLevel migration scoping. Not seeing yours? Book a call.
Walk through your Timefold to HighLevel migration with a real engineer — 30 minutes, free, written quote within 24 hours.
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