CRM migration
Field-level mapping, validation, and rollback between Timefold and Zoho CRM. We move data and schema; workflows are rebuilt natively in Zoho CRM.
Timefold
Source
Zoho CRM
Destination
Compatibility
12 of 12
objects map 1:1 between Timefold and Zoho CRM.
Complexity
BStandard
Timeline
48–72 hours
Overview
Timefold stores planning optimization data — planning entities, problem facts, planning solutions, constraint weights, and score histories — none of which map directly to Zoho CRM's standard objects. Zoho CRM's data model is built around Leads, Contacts, Accounts, Deals, Tasks, and Events; it has no native equivalent for constraint-based optimization models or planning variables. FlitStack AI extracts Timefold data via its REST API, mapping planning problems and solution metadata into Zoho CRM custom modules that your team can query, report on, and extend. We surface constraint configurations and score histories as custom fields so the context of every optimization run survives the migration. Planning optimization logic — the constraint definitions, objective functions, and solver configurations — must be rebuilt using Zoho CRM's Blueprint, Workflow, or Deluge scripting tools after migration. We export your Timefold model configurations as reference documentation to accelerate the rebuild. Your team retains full visibility into historical optimization performance and can iteratively refine constraints after the transition.
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 Zoho 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 Problem (Input Dataset)
Zoho CRM
Planning_Problem__c (Custom Module)
1:1Timefold planning problems contain problem facts (employees, locations, demand) submitted via POST /route-plans. We map these as records in a Zoho CRM custom module with fields for model type, input timestamp, and the raw JSON payload stored as a long-text field for audit traceability.
Timefold
Planning Solution (Output Dataset)
Zoho CRM
Planning_Solution__c (Custom Module)
1:1Timefold returns optimized output datasets via the solve API — assigned shifts, route sequences, technician assignments. We map these as Zoho custom module records with lookup links to the corresponding Planning_Problem__c record so every solution traces back to its input problem.
Timefold
Constraint Definition
Zoho CRM
Constraint_Config__c (Custom Module)
1:1Timefold encodes hard, medium, and soft constraints in DRL files or Constraint Streams. We extract constraint names and weight categories, storing them as records in a custom module so the business context of each constraint is documented in Zoho CRM for admin reference.
Timefold
Hard Score / Medium Score / Soft Score
Zoho CRM
Hard_Score__c, Medium_Score__c, Soft_Score__c (Custom Fields on Planning_Solution__c)
1:1Timefold produces composite scores like '0hard/-257medium/-6119520soft'. We parse these into three separate custom Number fields on the Planning_Solution__c record so your Zoho reports can filter and sort by score component across all historical optimization runs. Each field stores an integer representing constraint violations, penalty magnitude, or preference deviation, enabling trend analysis and alerting on score degradation.
Timefold
Planning Entity (Shift, Visit, Job)
Zoho CRM
Planning_Entity__c (Custom Module) + Activity Relation
1:1Timefold planning entities (shift assignments, route visits, delivery jobs) have planning variables that change during solving. We create a Zoho custom module for each entity type with fields for the entity ID, type label, and the assigned resource — linked to the parent Planning_Solution__c.
Timefold
Problem Fact (Employee, Technician, Driver)
Zoho CRM
Contact / Custom Resource Module
1:1Timefold problem facts — the resources that get assigned during solving — map directly to Zoho CRM Contacts. We preserve original resource IDs as a custom field for traceability and link each Contact to its parent Planning_Problem__c record via a lookup relationship.
Timefold
Problem Fact (Location, Site, Depot)
Zoho CRM
Account
1:1Timefold locations and service sites map to Zoho CRM Accounts. We use the Account Name for site identifiers and store the original Timefold location ID in a custom field. Parent-child site hierarchies map to Zoho's Parent Account field. This mapping preserves geographic context and supports location-based reporting within Zoho Analytics.
Timefold
Tenant / Organization
Zoho CRM
Zoho CRM Organization + User Roles
1:1Timefold multi-tenant installations have Members scoped to Tenants. We map each Timefold Tenant to a Zoho CRM Role configuration and document the member-to-role assignments as a reference sheet for your Zoho admin to implement after migration. The reference sheet includes role names, permissions, and data-sharing rules required for accurate access control.
Timefold
Model Configuration (Field Service Routing, Shift Scheduling, VRP)
Zoho CRM
Model_Config__c (Custom Module)
1:1Timefold pre-built models (field service routing, employee shift scheduling, vehicle routing) are configured per organization. We store model names, versions, and solver settings in a Zoho custom module so the configuration state is queryable and versioned in Zoho CRM. This enables your team to audit model changes and replicate solver behavior in Zoho's automation tools.
Timefold
Score Analysis / Constraint Breakdown
Zoho CRM
Score_Analysis__c (Custom Module)
1:1Timefold Enterprise and Plus editions produce score analyses with per-constraint breakdowns. We store these as custom records linked to the parent Planning_Solution__c, with fields for constraint name, weight, and violation magnitude — enabling Zoho dashboards to visualize which constraints drive score degradation.
Timefold
Model SDK Configuration
Zoho CRM
Model_SDK_Config__c (Custom Module)
1:1Timefold's Model SDK connects planning models to tenant-specific data sources. We export SDK configuration references as custom text fields in Zoho CRM — your integration team uses these as connection parameters when rebuilding API integrations in Zoho's Deluge environment. These parameters include endpoint URLs, authentication tokens, and data format specifications needed for stable connectivity.
Timefold
Attachment / Input File (CSV, JSON datasets)
Zoho CRM
Zoho CRM Attachments on Custom Modules
1:1Timefold supports uploading CSV or JSON input files for planning problems. We re-attach these files to the corresponding Planning_Problem__c record in Zoho CRM using Zoho's native file attachment mechanism, preserving the original filename and upload timestamp. This ensures file provenance is maintained and allows users to reference source data directly within Zoho's interface.
| Timefold | Zoho CRM | Compatibility | |
|---|---|---|---|
| Planning Problem (Input Dataset) | Planning_Problem__c (Custom Module)1:1 | Fully supported | |
| Planning Solution (Output Dataset) | Planning_Solution__c (Custom Module)1:1 | Fully supported | |
| Constraint Definition | Constraint_Config__c (Custom Module)1:1 | Fully supported | |
| Hard Score / Medium Score / Soft Score | Hard_Score__c, Medium_Score__c, Soft_Score__c (Custom Fields on Planning_Solution__c)1:1 | Fully supported | |
| Planning Entity (Shift, Visit, Job) | Planning_Entity__c (Custom Module) + Activity Relation1:1 | Fully supported | |
| Problem Fact (Employee, Technician, Driver) | Contact / Custom Resource Module1:1 | Fully supported | |
| Problem Fact (Location, Site, Depot) | Account1:1 | Fully supported | |
| Tenant / Organization | Zoho CRM Organization + User Roles1:1 | Fully supported | |
| Model Configuration (Field Service Routing, Shift Scheduling, VRP) | Model_Config__c (Custom Module)1:1 | Fully supported | |
| Score Analysis / Constraint Breakdown | Score_Analysis__c (Custom Module)1:1 | Fully supported | |
| Model SDK Configuration | Model_SDK_Config__c (Custom Module)1:1 | Fully supported | |
| Attachment / Input File (CSV, JSON datasets) | Zoho CRM Attachments on Custom Modules1:1 | 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
Zoho CRM gotchas
API access requires Professional tier or above
Subform fields do not export cleanly via CSV
API credit consumption is non-linear
Export download links expire in 7 days
Owner (User) assignments require pre-mapped user IDs
Pair-specific challenges
Migration approach
Audit Timefold data inventory and map to Zoho CRM custom module schema
FlitStack AI inventories all Timefold planning models, input datasets, solution outputs, constraint configurations, and model SDK settings accessible via the Timefold REST API. We document the object-to-custom-module mapping plan, identify demo and test datasets to exclude, and create the Zoho CRM custom modules (Planning_Problem__c, Planning_Solution__c, Planning_Entity__c, Constraint_Config__c, Model_Config__c, Score_Analysis__c) with all required fields before any data movement begins. This preparation ensures data integrity and alignment across both platforms.
Extract Timefold data with API pagination loops and credit budget validation
We paginate through the Timefold COQL Query API using LIMIT/OFFSET in sequential calls — batching 2,000 records per call up to the 100,000-record module maximum. For each API call, we track credit consumption against your Timefold edition limit. If your dataset exceeds 100,000 records in any module, we notify you before proceeding and implement a cursor-based continuation strategy. All extracted records are staged in a migration buffer with SHA-256 integrity checksums for validation.
Transform and load planning data into Zoho CRM custom modules
We parse Timefold composite scores (HardSoftScore format) into separate custom Number fields, resolve Timefold resource IDs to Zoho Contact lookups, link solution records to parent problem records via Zoho lookup relationships, and attach original input files (CSV/JSON) to the corresponding Planning_Problem__c records. Constraint configurations are written to the Constraint_Config__c module with type labels mapped to Zoho pick-list values. We write records to Zoho using the Bulk Write API for throughput, with chunk sizes capped at 100 records per API call.
Run sample migration and field-level diff across all custom modules
A representative slice of planning data — typically 100–500 records covering at least one full input-problem, solution, entity-assignment, and score-analysis cycle — migrates first. We generate a field-level diff showing source values from Timefold against destination field values in Zoho CRM for every record in the sample. You verify score parsing accuracy, lookup relationship resolution, and attachment integrity before the full migration run commits.
Execute full migration with delta-pickup window and audit log delivery
The complete Timefold dataset migrates to Zoho CRM. A delta-pickup window (24–48 hours) captures any planning problems or solutions created in Timefold during the migration run. Every operation — insert, update, skip — is logged with source record ID, destination record ID, timestamp, and operator. We deliver a migration audit report including record counts per module, validation failures with resolution notes, and the tenant-to-role mapping specification for Zoho security configuration. One-click rollback reverts all Zoho records if reconciliation fails.
Deliver constraint documentation package for Zoho automation rebuild
We export a structured documentation package containing every Timefold constraint definition (name, type, weight, code reference), planning-variable configuration (entity type, variable name, value range), and model SDK parameters. This package serves as the rebuild specification for your Zoho admin to implement equivalent business rules using Zoho Blueprint, Workflow rules, or Deluge scripted functions. We include example Deluge function templates for common constraint patterns — resource capacity limits, shift fairness scoring, and route distance thresholds.
Platform deep dives
Timefold
Source
Strengths
Weaknesses
Zoho CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. All 8 core objects map 1:1 between Timefold and Zoho CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Timefold and Zoho CRM.
Object compatibility
All 8 core objects map 1:1 between Timefold and Zoho 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 Zoho CRM migration scoping. Not seeing yours? Book a call.
Walk through your Timefold to Zoho CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.
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