CRM migration

Migrate from Timefold to monday CRM

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

Timefold logo

Timefold

Source

monday CRM

Destination

monday CRM logo

Compatibility

100%

13 of 13

objects map 1:1 between Timefold and monday CRM.

Complexity

BStandard

Timeline

2–4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Timefold and Monday CRM occupy fundamentally different positions in the software stack. Timefold is a specialized PlanningAI platform built around constraint-satisfaction solvers: it stores planning data as models, planning entities, and problem facts inside a tenant/member hierarchy, and it exposes optimization outputs (shift assignments, route sequences, scores) rather than a traditional object graph of contacts and deals. Monday CRM is a board-and-item Work OS that models everything as boards containing items organized in groups, with CRM-native entities (contacts, deals, companies) added on top. Migrating from Timefold to Monday CRM therefore requires translating a solver-driven data model into a visual, column-driven one — workers become items in a team board, shifts and visits become items with status and date columns, locations map to location column types, and planning scores land as read-only reference fields. FlitStack AI accesses Timefold via its REST API (with optional JSON export for bulk datasets) and writes into Monday CRM using the monday.com GraphQL API. Automations, solver recipes, and integration connections that exist in Timefold do not have equivalents in Monday CRM and must be rebuilt; we export Timefold workflow and recipe definitions as a rebuild reference for your Monday admin. The migration sequences tenant and member resolution first, then planning-model entities in dependency order, with a delta-pickup window capturing any changes made in Timefold during the cutover window.

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

monday CRM logo

monday CRM

What's pulling them in

  • Users praise the board-based visual interface for making pipeline stages immediately legible to non-technical team members without CRM training.
  • The no-code automation builder lets sales ops teams create lead routing, stage updates, and email triggers without developer involvement.
  • Integration ecosystem connects to Slack, Gmail, Outlook, and Zapier with minimal configuration, reducing friction for teams already using these tools.
  • The flexible column system lets teams build custom CRM views — deal value, close date, lead source — without needing a developer or pre-defined schema.
  • Teams already using monday Work Management can layer CRM features onto existing boards rather than starting from scratch.

Object mapping

How Timefold objects map to monday CRM

Each row shows how a Timefold object lands in monday CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Timefold

Tenant

maps to

monday CRM

Account / Workspace

1:1
Fully supported

Timefold tenants map directly to the monday CRM account at a 1:1 ratio. All members associated with the source tenant are migrated as monday CRM users invited to the same account. Email addresses serve as the join key for identity preservation, ensuring that owner resolution in item assignments references the correct monday user identities that originated from the Timefold member records.

Timefold

Member

maps to

monday CRM

User

1:1
Fully supported

Timefold members migrate as monday CRM users using email as the primary join key for resolving worker and owner assignments across boards. Members whose Timefold records contain email addresses not yet registered in monday CRM are flagged as provisioning-required before migration execution to prevent orphaned references on shift and visit items.

Timefold

Model (field-service-routing)

maps to

monday CRM

Board

1:1
Fully supported

Each Timefold planning model—such as field-service-routing, employee-shift-scheduling, or pick-up-and-delivery—becomes a separate monday CRM board. The board name derives directly from the model name. The board's default group receives the initial migration batch of items; subsequent groups map to Timefold subgroups, sub-models, or solver-generated partitions within the original model structure.

Timefold

Worker / Employee

maps to

monday CRM

Item (in Team Board)

1:1
Fully supported

Timefold workers and employees migrate as items within a dedicated monday CRM team-operations board. Worker attributes such as skills, certifications, and availability windows map to corresponding monday column types including multi-select for skills, date columns for availability, and timeline columns for working hours. The original Timefold worker ID is preserved as a read-only text column for traceability and cross-reference during validation.

Timefold

Skill / Certification

maps to

monday CRM

Multi-select Column

1:1
Fully supported

Timefold skill definitions become a monday CRM multi-select column on the worker board. Each distinct skill value in Timefold creates a corresponding option in the column. Skill requirements on visits or jobs map to matching multi-select columns on those boards, with option values aligned across boards to enable filtering and matching functionality.

Timefold

Location / Depot

maps to

monday CRM

Item (in Locations Board) + Location Column

1:1
Fully supported

Timefold locations with geographic coordinates migrate as items in a monday CRM locations board and simultaneously as Location column values on visit or job items. Address fields from Timefold parse into monday's structured address sub-fields including city, street, state, and zip code, enabling both human-readable address display and geospatial functionality through the Location column's coordinate data.

Timefold

Shift

maps to

monday CRM

Item (in Shifts Board)

1:1
Fully supported

Timefold shift records become items in a monday CRM shifts board. Start and end times map to monday date and timeline columns. The assigned worker reference resolves to the corresponding monday item via email-based owner matching. Shift status values (published, draft, cancelled) map to a monday status column with matching option labels.

Timefold

Visit / Job

maps to

monday CRM

Item (in Visits Board)

1:1
Fully supported

Timefold visits and jobs—the core planning entities in field-service-routing models—migrate as items in a monday CRM visits board. Priority, time window, required skills, and travel-time requirements map to corresponding monday column types. The planning entity's planning-variable assignments (which worker, which route) store as person and location column references that link back to the migrated worker items and location items.

Timefold

Route / Route Plan

maps to

monday CRM

Group (in Visits Board)

1:1
Fully supported

Timefold route plans—the optimized sequence of visits assigned by the solver—map to monday CRM groups within the visits board. Each group represents a single route. The group's items (visits) are ordered by the solver's visit sequence number stored as a numeric column. Route-level metadata such as total distance and total time becomes group-level columns on the monday group header.

Timefold

Planning Solution / Score

maps to

monday CRM

Number Column + Text Column

1:1
Fully supported

Timefold solver scores (hard, medium, soft constraint scores) have no monday CRM equivalent. FlitStack stores the final solver score as read-only number and text columns on the affected board items for audit and reference. Solver scores do not trigger any automation in monday CRM and will not recalculate if monday users manually modify assigned values.

Timefold

File / Attachment

maps to

monday CRM

monday CRM Files

1:1
Fully supported

Files attached to Timefold records—including planning documents, constraint definition exports, route maps, and reference PDFs—are downloaded from Timefold storage and re-uploaded to the corresponding monday CRM items using monday's native file storage. File size limits and supported formats (PDF, images, spreadsheets) follow monday's upload constraints as documented for your specific monday plan tier.

Timefold

Solver Recipe / Constraint Definition

maps to

monday CRM

No Equivalent — Manual Rebuild Required

1:1
Fully supported

Timefold constraint definitions and solver recipes are solver-engine configurations expressed in DRL rules or Constraint Streams with no monday CRM counterpart. FlitStack exports these recipe definitions as JSON documents and constraint-rule plain-text files for your Monday admin to use as a functional specification when rebuilding equivalent automation rules or conditional logic in monday's recipe syntax.

Timefold

Integration / Webhook Connection

maps to

monday CRM

No Equivalent — Rebuilt Separately

1:1
Fully supported

Timefold API integrations with external ERPs, telephony platforms, or routing systems have no monday CRM equivalent and cannot be migrated directly. FlitStack documents each active integration endpoint identified during discovery—including webhook URLs, authentication methods, payload structures, and data flow direction—as a configuration reference document for your team to use when rebuilding connections as monday integrations or native API calls post-migration.

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

monday CRM logo

monday CRM gotchas

High

Subitems are not included in bulk exports

High

Daily API call limits vary sharply by plan

Medium

Legacy automations (Sentence Builder) are being deprecated

Medium

Excel and account exports only include table views

Low

Enterprise admins can disable non-admin exports

Pair-specific challenges

  • Timefold solver scores have no automation trigger in monday CRM

    Timefold computes and stores constraint scores (hard, medium, soft) per planning solution using its solver engine. These scores reflect how well the optimizer satisfied rules like skill coverage, time-window compliance, and travel-time minimization. When migrating into monday CRM, scores land as static read-only columns — they do not fire any monday automation, cannot trigger re-optimization, and will not update if a monday user manually reassigns a visit. If your team uses solver scores as a daily operational signal (e.g. alerting when the hard score drops below zero), that logic must be rebuilt using monday CRM's automation recipes and custom integrations after migration.

  • Timefold route sequences depend on solver assignment order, not a persistent identifier

    Timefold's field-service-routing model produces route sequences (the order of visits within a route plan) based on the solver's optimization output. These sequences are stored as integer fields on visit entities. When migrated into monday CRM, the sequence values map to a number column used for ordering items within a monday group. If a monday user reorders items manually in the monday UI, the original solver-defined sequence is overwritten. We preserve the original solver sequence as a read-only column (Route Sequence) so the planned order remains recoverable, but monday's drag-and-drop reordering is uncontrolled once data lands.

  • monday CRM API rate limits cap migration throughput at 1,000–25,000 calls/day

    The monday.com API enforces daily call limits that vary by plan tier: Basic and Standard plans are capped at 1,000 calls per day, Pro allows 10,000 (soft limit), and Enterprise reaches 25,000 (soft limit). Timefold exports that include thousands of shift and visit records generate API calls that can approach or exceed these limits on larger accounts. FlitStack AI paces writes and implements retry logic with exponential backoff when the COMPLEXITY_BUDGET_EXHAUSTED or DAILY_LIMIT_EXCEEDED error is returned, but the migration timeline extends proportionally on lower-tier monday plans. Teams should upgrade to Pro or Enterprise before migration if time is constrained.

  • Timefold skill arrays require pre-creation of monday multi-select options

    Timefold worker entities store skills as an array of strings (e.g. ['HVAC Certified', 'Electrical', 'Forklift']). In monday CRM, multi-select columns require options to be created before item data populates them — there is no free-form tag entry for multi-select columns. FlitStack AI extracts the full set of unique skill values from the Timefold export, creates the corresponding options in the monday multi-select column during the schema-setup phase, then writes skill data in the item migration pass. If new skill values appear in a delta run after initial migration, those options must be added manually or via a pre-migration option-creation step.

  • Timefold constraint recipes and solver configurations do not migrate — only export-as-reference

    Timefold's constraint definitions (DRL rules, Constraint Streams, score penalty weights) are solver-engine configurations specific to Timefold's Java-based optimization runtime. Monday CRM has no constraint-solver component and cannot interpret these configurations. FlitStack AI exports Timefold recipe definitions as JSON and plain-text constraint documents during the discovery phase. These files serve as functional specifications for your Monday admin to rebuild equivalent automation rules in monday's recipe syntax. The rebuild work is manual, out of scope for the data migration engagement, and must be completed post-migration for operational continuity.

Migration approach

Six steps for a successful Timefold to monday CRM data migration

  1. Audit Timefold model structure and export planning data

    FlitStack AI connects to Timefold via API using an API key scoped to the source tenant. We enumerate all planning models (field-service-routing, employee-shift-scheduling, pick-up-and-delivery) and extract the full entity set per model: workers, skills, locations, shifts, visits, routes, and the most recent planning solution with its constraint scores. We also export solver recipe definitions as JSON for the rebuild reference package. The audit produces a data inventory count used to size the migration scope and validate the board structure plan.

  2. Design monday CRM board architecture and pre-create schema

    Before writing any records, FlitStack AI creates the monday CRM boards, groups, and custom columns required to receive Timefold data. This includes: a Team Operations board for workers (with skills multi-select and capacity number columns), a Locations board with address and location columns, a Shifts board with date, status, and person columns, and a Visits board with timeline, priority, location, and required-skills columns. Multi-select column options (skill names, status values) are created during this phase so item data can populate them in the next step. Custom reference fields (Source_System_ID__c, Original_Create_Date__c) are also created now.

  3. Resolve owners and workers by email match

    Timefold members (identified by email) are matched against monday CRM users by email address. Where a Timefold member has no corresponding monday user, FlitStack flags the record before migration and either provisions a placeholder monday user or assigns a fallback owner per the migration plan. This step ensures every shift and visit item in monday CRM has a valid person-column reference rather than an orphaned ID.

  4. Migrate entities in dependency order with a sample diff first

    FlitStack AI migrates Timefold entities into monday CRM in the correct dependency sequence: tenants → members → locations → workers → shifts → visits → routes. The route plan entity (which defines visit groupings) is applied after visits are written by updating each visit item's group assignment. A representative sample (typically 50–100 items across boards) migrates first, and we generate a field-level diff between the Timefold source fields and the monday CRM destination columns so you can verify skill mapping, location column population, person-column resolution, and route-sequence ordering before the full run commits.

  5. Cut over with delta-pickup window and rollback audit

    After sample validation, the full migration runs against monday CRM. A delta-pickup window (typically 24–48 hours) captures any changes made in Timefold during the cutover — new shifts created, visits re-assigned, or workers added. FlitStack AI logs every write operation in an audit table. If reconciliation identifies missing or mismatched records, one-click rollback reverts monday CRM to its pre-migration state while the Timefold export remains available for a corrected re-run. After rollback confirmation, the solver recipe export package is delivered to your Monday admin for the automation rebuild phase.

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.
monday CRM logo

monday CRM

Destination

Strengths

  • Board-based UI makes pipeline stages and deal progress visually obvious without training.
  • No-code automation builder requires no developer resources to create lead routing and stage-triggered actions.
  • Flexible column system supports custom CRM fields without schema changes or admin involvement.
  • Integrates natively with Slack, Gmail, Outlook, and Zapier with minimal configuration overhead.
  • Layered product means teams already on monday Work Management can add CRM without migrating existing data.

Weaknesses

  • No native Contacts object separate from Items — contacts are managed inside a CRM module's People feature.
  • Pipeline and deal relationships use a flat item model rather than a relational object model, making complex CRM associations awkward.
  • Automations are plan-gated (250 actions/month on Standard, 25,000 on Pro) and the legacy Recipe system is being deprecated.
  • Customization and advanced views (Chart, Formula, Dependency) are locked behind Pro and Enterprise tiers.
  • Per-seat pricing with non-refundable annual billing creates cost lock-in risk during migration.

Complexity grading

How hard is this migration?

Standard CRM migration. All 8 core objects map 1:1 between Timefold and monday CRM.

B

Overall complexity

Standard migration

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

  • Object compatibility

    A

    All 8 core objects map 1:1 between Timefold and monday CRM.

  • 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 monday CRM 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 monday CRM data migrations

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

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Timefold to Monday CRM migrations typically run 2–4 weeks for small accounts with a single planning model and under 10,000 records. Medium-complexity migrations with 10,000–100,000 records and multiple boards extend to 4–8 weeks. Large multi-model Timefold setups with 100+ boards, extensive custom columns, and integration rebuilds require 8–12 weeks. The longest planning step is designing the monday board architecture and pre-creating custom column options before data writes begin — schema setup typically runs 3–5 business days and must complete before the migration pass.

Adjacent paths

Related migrations to explore

Ready when you are

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