CRM migration

Migrate from Timefold to HighLevel

Field-level mapping, validation, and rollback between Timefold and HighLevel. We move data and schema; workflows are rebuilt natively in HighLevel.

Timefold logo

Timefold

Source

HighLevel

Destination

HighLevel logo

Compatibility

92%

11 of 12

objects map 1:1 between Timefold and HighLevel.

Complexity

BStandard

Timeline

3–7 days

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Timefold logo

Timefold

What's pushing teams away

  • Steep learning curve when modeling custom constraints — teams struggle to correctly express business rules as DRL rules or Constraint Streams without specialist help.
  • Constraint enforcement bugs reported on GitHub (issue #307) cause unexpected infeasibility in production, particularly around capacity and dependency constraints.
  • Performance unpredictability at scale — without Enterprise Edition features (multithreaded solving, partitioned search), large datasets produce prohibitively slow solve times.
  • Lack of native no-code UI for business users — the platform is primarily developer-facing, making it harder for operations teams to tweak schedules directly.
  • Website performance issues noted in G2 review (occasionally slow loading) suggest infrastructure concerns for the managed SaaS offering.

Choosing

HighLevel logo

HighLevel

What's pulling them in

  • Agencies choose HighLevel to consolidate CRM, email, SMS, scheduling, and funnels into one subscription, eliminating monthly bills for five to ten separate SaaS tools they previously stitched together.
  • The flat-rate pricing model bills per sub-account rather than per contact, so growing a contact database from 1,000 to 100,000 records does not trigger a billing surprise—a common pain point avoided by migrating customers.
  • White-label and sub-account capabilities let agencies resell HighLevel access to their own clients, turning a software cost center into a recurring revenue stream that justifies the subscription.
  • The platform ships a 14-day free trial with no credit card required, giving teams a low-friction entry point to validate fit before committing to the $97/month Starter tier.
  • Marketing agencies managing multiple client accounts use sub-accounts to maintain data isolation per client while operating under a single agency billing relationship with HighLevel.

Object mapping

How Timefold objects map to HighLevel

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

maps to

HighLevel

Contact

1:1
Fully supported

Timefold 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

maps to

HighLevel

Location / Sub-account

1:1
Fully supported

Timefold'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

maps to

HighLevel

Company

1:1
Fully supported

If 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

maps to

HighLevel

Custom Object

1:1
Fully supported

Timefold 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)

maps to

HighLevel

Opportunity / Custom Object

1:1
Fully supported

Timefold 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)

maps to

HighLevel

Contact / Custom Object

many:1
Fully supported

Timefold'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)

maps to

HighLevel

Custom Field

1:1
Fully supported

Timefold'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

maps to

HighLevel

Task

1:1
Fully supported

Timefold 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

maps to

HighLevel

Note

1:1
Fully supported

Notes 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)

maps to

HighLevel

Custom Field (on Contact / Custom Object)

1:1
Fully supported

Timefold 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

maps to

HighLevel

Custom Field / Note

1:1
Fully supported

Timefold 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)

maps to

HighLevel

Tag

1:1
Fully supported

Timefold 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.

Gotchas + challenges

What specifically takes care here

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 logo

Timefold gotchas

High

Score DRL to Constraint Streams migration is non-trivial

High

Hard constraint enforcement failures reported in production

Medium

Solver migration bugs are upstream-dependent

Medium

Neighborhoods API is preview-only and subject to breaking changes

Low

Commercial tier features are edition-gated without feature-flag documentation

HighLevel logo

HighLevel gotchas

High

Sub-account architecture creates isolated data silos per client

High

Usage-based telecom and AI costs are not in the subscription price

Medium

Workflows have no native equivalent in most destination CRMs

Medium

API rate limits cap bulk migration throughput at 100 requests per 10 seconds per sub-account

Low

White-label configuration and branding assets do not export via API

Pair-specific challenges

  • Timefold's planning model architecture has no HighLevel equivalent — migration is data-only, not logic

    Timefold organizes data around algorithmic planning constructs: tenants holding members, models containing problem facts and planning entities, and constraint scorers producing optimized outputs. HighLevel has no concept of a planning solver, constraint definitions, or optimization scores. When migrating from Timefold to HighLevel, the entire optimization layer — models, planning variables, hard/medium/soft constraints, and solver outputs — has no destination-side equivalent. We export model names, entity metadata, and last-known scores as reference records inside a HighLevel custom object. Scheduling logic that was encoded in Timefold constraints must be rebuilt using HighLevel's Workflow triggers, conditions, and actions, or replaced by manual process. This is the most significant functional gap in any Timefold-to-HighLevel migration and should be explicitly scoped before migration begins.

  • HighLevel's custom object hard cap (10 per sub-account) constrains how much Timefold metadata survives

    HighLevel caps each sub-account at 10 custom objects, with up to 10 unique fields per object, and supports uniqueness constraints on Single Line Text, Multi Line Text, Number, and Phone field types. Timefold's planning model can carry an arbitrary number of custom data fields on planning entities and problem facts. If your Timefold instance uses more than 10 distinct entity types or object categories, not all of them can be created as separate custom objects in HighLevel. We handle this by consolidating related Timefold entity types into a single custom object with a 'recordType' discriminator field, or by storing overflow data as JSON-encoded text in a Long Text field. This consolidation must be planned before migration and agreed with your team.

  • HighLevel's API rate limits (100 requests per 10 seconds) govern migration throughput for large datasets

    HighLevel API 2.0 enforces a rate limit of 100 requests per 10 seconds per sub-account, with a daily ceiling of 200,000 requests. Timefold's REST API exposes all planning model data, tenant members, and entity records via standard endpoints. For migrations exceeding approximately 20,000 total records (contacts + companies + custom object records + tasks), FlitStack AI's migration pipeline throttles to HighLevel's rate limits using staggered batching. This extends migration clock time but prevents API rejection. Large Timefold tenants with hundreds of thousands of planning records may require multi-day migration windows with delta-pickup at the end. We surface this upfront in the scoping call so expectations are set on timeline.

  • Technician skill profiles and scheduling constraints map awkwardly to flat Contact fields

    Timefold stores technician skill profiles, working-hour contracts, availability windows, and skill certifications as structured data on problem facts. HighLevel's Contact object has a fixed set of standard fields and custom fields that are fundamentally flat key-value pairs. Multi-value skill sets, availability windows with day-of-week and time-range constraints, and contractual work-limit rules cannot be represented natively. We map skill sets to a multi-select custom field and preserve availability rules as structured JSON in a Long Text field on the Contact. HighLevel Workflow conditions can reference these fields, but the native constraint-checking logic that Timefold enforces automatically does not transfer — your team will need to configure HighLevel Workflow conditions to replicate (or simplify) the availability rules.

  • Timefold multi-tenancy maps to HighLevel sub-accounts, but member-role equivalence is not 1:1

    Timefold's tenant model supports members with roles (Admin, Member) scoped to each tenant. HighLevel's sub-account model supports location-level users with role-based access (Admin, Manager, User). If you run multiple Timefold tenants (e.g., one per client or business unit) that you want to consolidate into a single HighLevel sub-account, the member-role assignments do not map cleanly — a Timefold 'Admin' member in Tenant A and a Timefold 'Member' in Tenant B would both land as HighLevel users in the same sub-account, but with no native cross-tenant context. We preserve tenant membership as a custom tag on each Contact record and document the role assignment in a migration reference sheet for manual permission reconfiguration in HighLevel.

Migration approach

Six steps for a successful Timefold to HighLevel data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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

Context on both ends of the pair

Timefold logo

Timefold

Source

Strengths

  • Apache 2.0 open-source solver with no licensing cost for self-hosted deployments.
  • Three production-grade pre-built models covering field service, shift scheduling, and vehicle routing.
  • Enterprise Edition enables multithreaded solving and partitioned search for large-scale optimization.
  • REST API with X-API-KEY authentication provides straightforward integration into existing backend systems.
  • Active open-source community on GitHub (1.6k stars) with Stack Overflow support and partner consulting network.

Weaknesses

  • Java/Kotlin-centric architecture excludes non-JVM languages from direct solver embedding without wrapper services.
  • Constraint authoring requires operations-research knowledge; no low-code or visual constraint builder for business analysts.
  • Single G2 review with 4.5/5 rating — very limited third-party validation compared to established FSM platforms.
  • Pricing is not publicly documented on the website, requiring a sales contact for commercial tier costs.
  • Platform is specialized for scheduling optimization and does not function as a general CRM, ERP, or project management tool.
HighLevel logo

HighLevel

Destination

Strengths

  • Consolidates CRM, marketing automation, email, SMS, scheduling, and funnels into one platform at a predictable flat monthly rate.
  • Supports unlimited contacts and unlimited users on all paid tiers, removing per-record billing anxiety as databases grow.
  • Offers white-label and sub-account capabilities that let agencies resell access and manage multiple client environments under one billing relationship.
  • Includes built-in review management, reputation monitoring, and AI agents as native features rather than third-party add-ons.
  • Exports Contacts and Companies via a scalable async bulk CSV system that handles multi-million-row datasets without blocking the UI.

Weaknesses

  • The breadth of features creates a steep learning curve; advanced automations and Workflow configuration require significant time investment that smaller teams may not recover.
  • The platform charges usage-based fees for telecommunications and AI features that are not included in the base subscription, leading to bill surprises.
  • Recurring user reports on Reddit and G2 describe bugs, errors, and slow support response times that disrupt live marketing and sales operations.
  • Sub-account architecture, while powerful for agencies, adds migration complexity when identifying which client data lives in which isolated environment.
  • The platform is designed for agencies and SMBs; larger enterprises requiring deep reporting, custom objects at scale, or complex role-based access may outgrow its capabilities.

Complexity grading

How hard is this migration?

Standard CRM migration. 1 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Timefold and HighLevel.

  • Object compatibility

    B

    1 of 8 objects need a mapping; the rest are 1:1.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Timefold: Not publicly documented on the Timefold Platform REST API.

  • Data volume sensitivity

    A

    Timefold exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Timefold to HighLevel migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Timefold to HighLevel data migrations

Answers to the questions buyers ask most during Timefold to HighLevel migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Book a free 30 minute consultation

Most Timefold-to-HighLevel migrations complete in 3–7 days for under 25,000 records. Larger setups with over 100,000 records, multiple custom objects, or complex technician-skill metadata extend to 2–4 weeks. HighLevel's API rate limits (100 requests per 10 seconds per sub-account) govern batch throughput on large datasets, which is the primary timeline variable after record count. Planning the HighLevel custom-object schema before migration is the longest preparatory step.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Timefold.
Land in HighLevel, intact.

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