CRM migration
Field-level mapping, validation, and rollback between Merlin and monday CRM. We move data and schema; workflows are rebuilt natively in monday CRM.
Merlin
Source
monday CRM
Destination
Compatibility
5 of 8
objects map 1:1 between Merlin and monday CRM.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Merlin to Monday.com CRM is not a standard CRM-to-CRM migration. Merlin is a browser-extension AI assistant with no public API and no native CRM data model. It stores conversation threads, uploaded documents (PDF, PPT, Word), and generated outputs in user-scoped local or dashboard storage. Monday.com CRM uses a board-and-item structure where People (contacts), Organizations (companies), and Deals are distinct entity types with pipeline boards and an Emails & Activities (E&A) timeline. We extract any business entities referenced in uploaded Merlin documents (person names, company names, deal values) and structure them as Monday.com People, Organizations, and Deals during migration. We do not migrate conversation threads as code or structured records because Merlin's thread model has no equivalent in Monday.com CRM. Automations built in Monday.com after initial setup do not migrate; we deliver a written inventory for your admin to rebuild.
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 Merlin 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.
Merlin
Uploaded Documents (PDF, PPT, Word)
monday CRM
File attachments on Monday.com CRM Items
lossyMerlin document uploads (up to 10 pages on Free tier, unlimited length on Pro) are parsed and their binary content preserved. We upload documents as file attachments to the nearest Monday.com CRM Item—either the relevant Person, Organization, or Deal record—using the Monday.com API file upload endpoint. File type, original filename, and upload date transfer. Documents that exceed the Free-tier page limit during Merlin upload may have been truncated; we flag these during scoping so the customer can re-upload from source if available.
Merlin
Document Chat Q&A pairs
monday CRM
Notes on Monday.com CRM Items
1:1Merlin Document Chat sessions generate question-and-answer pairs against uploaded files. These are not first-class CRM activities but are stored as conversational context. We extract Q&A pairs and convert them to Notes attached to the corresponding Monday.com Person, Organization, or Deal item, with the original question as the Note title and the answer as the body. This preserves the reference context from Merlin without creating duplicate records.
Merlin
Entity names extracted from documents (People)
monday CRM
Monday.com People (Contacts)
1:manyMerlin stores no contacts database. Any person names found within uploaded documents (contracts, proposals, reports) are extracted via document parsing as a supplementary migration step. Each extracted person becomes a Monday.com People item with name fields populated. Email addresses and phone numbers found alongside person names in documents are mapped to the corresponding email and phone column types in Monday.com. This is entity reconstruction, not a direct record migration.
Merlin
Entity names extracted from documents (Companies)
monday CRM
Monday.com Organizations
1:manyCompany and organization names appearing in Merlin-uploaded documents are extracted during document parsing. Each extracted organization becomes a Monday.com Organization item with the company name mapped to the organization name column. Any associated addresses, websites, or industry tags found in documents are mapped to the corresponding Monday.com column types. This is a best-effort extraction based on document content; organizations not mentioned in documents are not captured.
Merlin
Conversation threads
monday CRM
Not migratable
1:1Merlin conversation threads (chat sessions with the AI assistant) have no equivalent structure in Monday.com CRM. The E&A timeline tracks emails, calls, meetings, and tasks associated with CRM records—not general AI chat logs. We do not migrate conversation threads as structured records. We extract any business-relevant entities mentioned in conversations during document parsing and flag thread export for the customer's offline archive if needed.
Merlin
User account metadata
monday CRM
Monday.com Users
1:1Merlin account metadata (email address, plan tier) can be retrieved from account settings. This maps to the Monday.com User record for team provisioning. Owner assignment for CRM Items in Monday.com is based on User records; the Merlin user's email becomes the Monday.com User email for team member setup. This is a prerequisite for item assignment during migration.
Merlin
Image generation outputs
monday CRM
File attachments on Monday.com CRM Items
1:1Merlin image generation outputs (stored as attachments in Merlin) are treated as file blobs. We upload generated images as attachments to the nearest Monday.com CRM Item using the file upload API. Image creation date transfers as the attachment upload timestamp. Image-generation outputs without associated CRM context are attached to a general workspace Items board at the customer's direction.
Merlin
No equivalent (custom fields, tags, workflows)
monday CRM
Monday.com custom fields, tags, automations
1:1Merlin does not support custom fields, tags, or any automation engine. There are no structured metadata properties or workflow rules to migrate. Monday.com CRM custom columns, tags, and Automation Center rules must be configured fresh post-migration by the customer's admin. We deliver a written configuration guide covering recommended column setup for People and Organization items based on the extracted entity fields.
| Merlin | monday CRM | Compatibility | |
|---|---|---|---|
| Uploaded Documents (PDF, PPT, Word) | File attachments on Monday.com CRM Itemslossy | Fully supported | |
| Document Chat Q&A pairs | Notes on Monday.com CRM Items1:1 | Fully supported | |
| Entity names extracted from documents (People) | Monday.com People (Contacts)1:many | Fully supported | |
| Entity names extracted from documents (Companies) | Monday.com Organizations1:many | Fully supported | |
| Conversation threads | Not migratable1:1 | Fully supported | |
| User account metadata | Monday.com Users1:1 | Fully supported | |
| Image generation outputs | File attachments on Monday.com CRM Items1:1 | Fully supported | |
| No equivalent (custom fields, tags, workflows) | Monday.com custom fields, tags, automations1:1 | 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.
Merlin gotchas
No public API for automated export
Document upload limit differences by tier are migration-critical
Conversation metadata is not exported
No contacts or CRM objects means context must be rebuilt
monday CRM gotchas
Subitems are not included in bulk exports
Daily API call limits vary sharply by plan
Legacy automations (Sentence Builder) are being deprecated
Excel and account exports only include table views
Enterprise admins can disable non-admin exports
Pair-specific challenges
Migration approach
Discovery and document corpus audit
We audit the customer's Merlin account to inventory all uploaded documents (PDF, PPT, Word), conversation threads, and image generation outputs. We confirm the Merlin tier (Free or Pro) to determine which documents may have been truncated at the 10-page limit. We extract a preliminary list of any contacts, companies, or deal values mentioned in document filenames or metadata. This step produces a document count, a volume estimate, and a preliminary entity list that feeds the Monday.com board design.
Monday.com CRM board and entity schema design
We design the Monday.com CRM board structure based on the customer's sales process. This includes configuring the Deals board with pipeline stages, probability columns, and custom fields mapped from extracted entity data. We define the People item columns (name, email, phone, company link) and Organization item columns (name, website, address) based on the extracted entities. Column types are matched to Monday.com's supported types (text, email, phone, date, numbers, status, dropdown). Schema is validated in a development board before production setup.
Document parsing and entity extraction
We run document parsing across the full Merlin document corpus to extract person names, company names, email addresses, phone numbers, and any deal values or dates. Parsing handles PDF, PowerPoint, and Word formats. We deduplicate extracted entities by name and email match and flag any entities that appear across multiple documents. The output is a structured entity list (People, Organizations, Deals) ready for Monday.com item creation. Documents without identifiable entities are retained as reference attachments on a general workspace board.
Monday.com user provisioning and item creation
We provision Monday.com User accounts for each Merlin user by email match. We create Monday.com People items from extracted person entities, with email and phone mapped to typed columns. We create Organizations from extracted company entities, with website and address mapped where available. We create Deals from any deal values found in documents, attaching the relevant source document to the Deal item. Each item receives a source_tag field indicating 'Migrated from Merlin' for audit trail.
Document attachment and validation
We upload Merlin documents as file attachments to the nearest Monday.com CRM Item—People, Organization, or Deal—using the Monday.com API. We verify attachment count against the scoped document corpus and flag any documents that failed upload. We run a record-count reconciliation comparing extracted entity count against created Monday.com items and validate that each item has the expected column values populated.
Cutover, handoff, and automation rebuild inventory
We deliver a migration completion report including record counts (People created, Organizations created, Deals created, documents attached), a list of any documents that could not be parsed or attached, and a written Monday.com Automation Center rebuild guide for any automations the customer had configured. We provide a one-week reconciliation window where the customer's team can flag missing entities or attachments. We do not rebuild Monday.com automations as part of the migration scope; the rebuild guide is a written deliverable for the customer's admin.
Platform deep dives
Merlin
Source
Strengths
Weaknesses
monday CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 of 8 objects need a manual workaround.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Merlin and monday CRM.
Object compatibility
1 of 8 objects need a manual workaround.
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
Merlin: Not publicly documented.
Data volume sensitivity
Merlin doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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FAQ
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