CRM migration
Field-level mapping, validation, and rollback between Timefold and Salesforce Sales Cloud. We move data and schema; workflows are rebuilt natively in Salesforce Sales Cloud.
Timefold
Source
Salesforce Sales Cloud
Destination
Compatibility
12 of 12
objects map 1:1 between Timefold and Salesforce Sales Cloud.
Complexity
BStandard
Timeline
48–72 hours
Overview
Timefold is a planning optimization platform built around constraint solving — it manages workers, shifts, visits, routes, and the score-driven constraints that govern scheduling decisions. Salesforce Sales Cloud is a customer relationship management system built around Accounts, Contacts, Leads, and Opportunities, with supporting objects for Activities and custom records. These are fundamentally different data models: Timefold organizes operational execution data while Salesforce organizes revenue and relationship data. The migration maps Timefold workers to Salesforce Contacts or Users depending on whether the worker is an internal employee or an external contractor; maps Timefold visits and planned appointments to Salesforce Tasks or Events with original start/end times preserved; maps Timefold location and customer references to Salesforce Accounts; and maps Timefold route and vehicle assignments to a custom Route__c object with child Visit__c records. Constraint weights, hard/medium/soft scores, and optimization configurations do not have Salesforce equivalents — these are documented as rebuild references for your admin. FlitStack accesses Timefold via its REST API using an API key with read-only scope, then loads data into Salesforce using the Bulk API for high-volume records and REST API for real-time validation. The migration runs a test pass first so you can field-level diff the translated records 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 Salesforce Sales Cloud, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Timefold
Worker
Salesforce Sales Cloud
Contact (or User)
1:1Timefold Workers map to Salesforce Contacts if they are external contractors or field staff without Salesforce login. Workers who are internal employees and need CRM access map to Salesforce Users matched by email. Skill certifications on the Worker become a custom multi-select picklist on the Contact record. Unmatched workers are flagged before migration so you can decide whether to create Contact records or invite them as Users.
Timefold
Visit / Appointment
Salesforce Sales Cloud
Task / Event
1:1Timefold Visits map to Salesforce Tasks (for checklist-style assignments) or Events (for calendar-block appointments). Original start time, end time, and time window from Timefold are preserved as Task/Event fields. Visit status (scheduled, in-progress, completed, pinned) maps to the Task Status or Event status fields. Required skills on a visit are stored as a custom text field for reference by your scheduling admin.
Timefold
Visit / Appointment
Salesforce Sales Cloud
Task / Event
1:1Timefold Visits map to Salesforce Tasks (for checklist-style assignments) or Events (for calendar-block appointments). Original start time, end time, and time window from Timefold are preserved as Task/Event fields. Visit status (scheduled, in-progress, completed, pinned) maps to the Task Status or Event status fields. Required skills on a visit are stored as a custom text field for reference by your scheduling admin.
Timefold
Route / Route Plan
Salesforce Sales Cloud
Custom: Route__c + Visit__c
1:1Timefold route plans (from the Field Service Routing model) do not have a Salesforce standard equivalent. FlitStack creates a custom Route__c object storing route name, vehicle ID, driver worker reference, total planned distance, and optimization score. Each visit on the route becomes a child Visit__c record linked to Route__c, preserving the sequence order and travel time between stops.
Timefold
Location / Customer Reference
Salesforce Sales Cloud
Account
1:1Timefold visit locations include a customer reference (name, address, contact). These map to Salesforce Accounts — either the Account Name for business locations or a synthesized name for residential sites. The street address, city, and geocoordinates from Timefold map to the Account billing address fields. If the location has an associated Timefold contact, a corresponding Contact record is linked via AccountId.
Timefold
Shift / Roster
Salesforce Sales Cloud
Event / Custom Shift__c
1:1Timefold Employee Shift Scheduling shifts map to Salesforce Events (for calendar display) or a custom Shift__c object for reporting. Each shift carries worker reference, start datetime, end datetime, and required skills. Salesforce Events do not natively support skill requirements — these are stored as a custom field on the Event or as a separate Shift__c custom object depending on whether you need reporting on shift coverage by skill.
Timefold
Skill / Certification
Salesforce Sales Cloud
Custom: Skill__c + ContactSkill__c
1:1Timefold skills (e.g., HVAC certified, CDL licensed, bilingual) are referenced on Workers and Visits but are not first-class objects in Salesforce. FlitStack creates a Skill__c custom object and a junction object ContactSkill__c linking Skills to Contacts. This allows your admin to run reports on skill coverage per Account or territory.
Timefold
Planning Problem / Solution Score
Salesforce Sales Cloud
Custom: PlanningRun__c
1:1Timefold planning solutions carry a hard/medium/soft score (e.g., -257medium/-6119520soft) indicating constraint satisfaction. This score has no Salesforce equivalent. FlitStack creates a PlanningRun__c custom object that records the run date, the score, and a reference to the resulting schedule — for audit and historical comparison of optimization quality over time.
Timefold
Tenant / Workspace
Salesforce Sales Cloud
Custom: TimefoldTenant__c or Account
1:1Timefold's multi-tenant platform model means a single Timefold installation can have multiple tenants with separate member lists and models. If your Timefold instance has multiple tenants, FlitStack maps each tenant to a Salesforce Account (for customer-facing tenants) or a custom TimefoldTenant__c label on the User for internal tenants. This prevents data from different tenants mixing in a shared Salesforce org.
Timefold
Attachment / Document
Salesforce Sales Cloud
Salesforce Files / ContentDocument
1:1Timefold visit attachments (photos, signatures, job completion forms) are downloaded and re-uploaded to Salesforce Files linked to the corresponding Task or Visit__c record. File size limits apply — Salesforce Files default to 25MB per file. Files exceeding this are chunked or linked by URL reference.
Timefold
Constraint Definition
Salesforce Sales Cloud
Not migratable — documentation export
1:1Timefold constraint definitions (written in Java/Kotlin with @ConstraintProvider annotations) are code artifacts with no Salesforce equivalent. FlitStack exports constraint logic as a structured JSON reference document and a written requirements summary so your Salesforce admin or a Flow developer can configure equivalent Validation Rules or Flow decisions in Salesforce.
Timefold
Optimization Configuration
Salesforce Sales Cloud
Not migratable — documentation export
1:1Timefold optimization settings (nearby selection, partitioned search, multithreaded solving) are platform configuration, not data. These are documented in the export so your scheduling administrator understands what problem characteristics (shift length, visit frequency, vehicle capacity) the Timefold model was tuned for when rebuilding in Salesforce or an AppExchange scheduling tool.
| Timefold | Salesforce Sales Cloud | Compatibility | |
|---|---|---|---|
| Worker | Contact (or User)1:1 | Fully supported | |
| Visit / Appointment | Task / Event1:1 | Fully supported | |
| Visit / Appointment | Task / Event1:1 | Fully supported | |
| Route / Route Plan | Custom: Route__c + Visit__c1:1 | Fully supported | |
| Location / Customer Reference | Account1:1 | Fully supported | |
| Shift / Roster | Event / Custom Shift__c1:1 | Fully supported | |
| Skill / Certification | Custom: Skill__c + ContactSkill__c1:1 | Fully supported | |
| Planning Problem / Solution Score | Custom: PlanningRun__c1:1 | Fully supported | |
| Tenant / Workspace | Custom: TimefoldTenant__c or Account1:1 | Fully supported | |
| Attachment / Document | Salesforce Files / ContentDocument1:1 | Fully supported | |
| Constraint Definition | Not migratable — documentation export1:1 | Fully supported | |
| Optimization Configuration | Not migratable — documentation export1:1 | 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
Salesforce Sales Cloud gotchas
Workflow Rules and Process Builder are retired
Bulk API batch quota exhaustion during large imports
Storage overage billing is non-obvious
Account-Contact many-to-many relationship mapping
Territory and team member import ordering dependencies
Pair-specific challenges
Migration approach
Export Timefold data via REST API
FlitStack authenticates to Timefold Platform using your X-API-KEY with read-only scope. We export all Workers (with skill associations), Visits (with status, time windows, and required skills), Routes (with Visit sequences), Shifts (with worker assignments), and Location records. Planning solution scores and run timestamps are captured for each planning run. The export is run as a preliminary data dump to establish record counts and identify which Timefold models are in active use — Field Service Routing, Employee Shift Scheduling, or Pick-up and Delivery. This determines the Salesforce custom object schema we need to build.
Design Salesforce custom object schema
Based on the Timefold export, FlitStack produces a Salesforce schema design document specifying: a Route__c custom object for route-level records, a Visit__c child object for stops within a route, a Skill__c custom object and ContactSkill__c junction object for skill coverage, a PlanningRun__c object for optimization score history, and custom fields on Task and Event for time windows and required skills. Your Salesforce admin reviews the design in a Sandbox before any custom objects are created in the production org. We deliver the setup instructions as a written checklist so the schema is ready before data migration begins.
Resolve workers and locations to Salesforce records
Timefold Workers are matched to Salesforce Contacts by email address. If the email matches an existing Salesforce User, the worker is linked to that User record for access. Unmatched workers are flagged in a pre-flight report — you decide whether to create Contact records for external contractors or invite them as Salesforce Users for internal staff. Timefold Location records are matched to Salesforce Accounts by name and billing address. New Accounts are created for locations that don't match existing records. All foreign key references (visit to location, visit to worker, route to worker) are validated before the migration run so records don't land with broken lookups.
Run sample migration with field-level diff
A representative sample — typically 100–500 records covering workers, visits, routes, and shifts — is migrated first into a Salesforce Sandbox. FlitStack generates a field-level diff comparing the Timefold source values against the Salesforce destination values for every mapped field. You review the diff to confirm time window preservation, skill field accuracy, route sequence ordering, and optimization score storage. Any mapping corrections are applied before the full run commits. This sample pass also surfaces any pick-list value mismatches (e.g., Timefold visit statuses that need custom Task Status values in Salesforce) before they affect thousands of records.
Execute full migration with delta pickup window
The full migration runs using Salesforce Bulk API for high-volume visit and route records, and REST API for real-time validation of worker and account lookups. A delta pickup window of 24–48 hours after the migration window captures any visits, shifts, or route updates made in Timefold during the cutover period. FlitStack logs every operation to an audit trail. If reconciliation identifies missing or mismatched records, one-click rollback reverts the Salesforce org to its pre-migration state so the full run can be re-executed with corrections. After rollback window closes, you can safely deprovision the Timefold API key.
Platform deep dives
Timefold
Source
Strengths
Weaknesses
Salesforce Sales Cloud
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 Salesforce Sales Cloud.
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
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