CRM migration
Field-level mapping, validation, and rollback between OpenCRM and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
OpenCRM
Source
Pipedrive
Destination
Compatibility
9 of 11
objects map 1:1 between OpenCRM and Pipedrive.
Complexity
CModerate
Timeline
3-5 weeks
Overview
Moving from OpenCRM to Pipedrive is a migration from a VtigerCRM-derived platform with a dated interface and no documented REST API to a modern sales-focused CRM with a well-documented API and a visual Kanban pipeline. The primary extraction challenge is that OpenCRM has no publicly documented bulk API endpoint; we work around this by using the UI-based CSV export with full-column selection for each object, then staging and transforming those files before loading into Pipedrive via its REST API. The import sequencing is Companies first (as parent entities), then Contacts (with CompanyId resolved), then Deals (with OwnerId and stage resolved), then Activities last. OpenCRM's tenant-defined pipeline stage names require a manual mapping table that we produce during scoping and apply during the Deal import. We do not migrate OpenCRM Workflows, automation rules, or report definitions; we deliver a written inventory of these for the customer's admin to rebuild in Pipedrive's Automations feature.
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 OpenCRM object lands in Pipedrive, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
OpenCRM
Company
Pipedrive
Organization
1:1OpenCRM Company records map directly to Pipedrive Organization records. The company name becomes the Organization name, domain and address fields map to their Pipedrive equivalents, and any custom fields on the Company object map by field name. Organizations must import before Contacts to satisfy the parent lookup. We validate that every Organization has a unique name or domain before insert to avoid creating duplicate Organization records during the import.
OpenCRM
Contact
Pipedrive
Person
1:1OpenCRM Contact records map to Pipedrive Person records. The primary mapping uses email address as the dedupe key. Each Person's OrganizationId is resolved at migration time by matching the Contact's parent Company name or domain to the Organization name in the destination. Contacts without a valid parent Company are flagged in a reconciliation report before the import commits; the customer decides whether to create placeholder Organizations or leave them as unlinked Persons.
OpenCRM
Deal
Pipedrive
Deal
1:1OpenCRM Deals map to Pipedrive Deals. The Deal title, value, expected close date, and owner assignment migrate directly. The pipeline stage mapping is the critical step: OpenCRM's tenant-defined stage names require a mapping table we produce during scoping and apply during the import so each Deal lands in the correct Pipedrive stage. Closed-won and closed-lost statuses from OpenCRM map to Pipedrive's status field.
OpenCRM
Pipeline Stage
Pipedrive
Pipeline Stage
lossyOpenCRM allows fully custom pipeline stage names per workflow. Pipedrive uses pipeline-specific stage names configured within each pipeline. We produce a stage-mapping table during scoping that aligns each OpenCRM stage to its Pipedrive equivalent by pipeline. Probability values migrate as integers; any OpenCRM stage without a Pipedrive counterpart is flagged for the customer to create before Deal import begins.
OpenCRM
Activity (Call)
Pipedrive
Activity (Call)
1:1OpenCRM call activity records map to Pipedrive Activity records with type = Call. Call duration, disposition, and owner assignment migrate to custom fields. The Activity is linked to its parent record (Person, Organization, or Deal) by resolving the OpenCRM contact reference. Timestamps normalise to UTC before insert.
OpenCRM
Activity (Meeting)
Pipedrive
Activity (Meeting)
1:1OpenCRM meeting activity records map to Pipedrive Activity records with type = Meeting. Start time, end time, location, and attendee list migrate to their Pipedrive equivalents. The meeting is linked to the parent record (Person, Organization, or Deal) via the OpenCRM reference resolution step. Attendees who are not already in Pipedrive as Persons are added to the meeting's public description field rather than as separate Person records.
OpenCRM
Activity (Task)
Pipedrive
Activity (Task)
1:1OpenCRM task activity records map to Pipedrive Activity records with type = Task. Status (open, completed), due date, priority, and assignee migrate directly. Completed tasks retain their completion timestamp; open tasks inherit the OpenCRM due date. Task assignment resolves the OpenCRM owner name to a Pipedrive user by email match.
OpenCRM
Note
Pipedrive
Note
1:1OpenCRM Notes attached to Contacts, Companies, or Deals migrate to Pipedrive Notes. We preserve the note body, creation timestamp, and author name. Notes attached to Deals link to the migrated Pipedrive Deal via the OpenCRM deal reference. Notes with no valid parent record are attached to the related Person as a fallback.
OpenCRM
Custom Field
Pipedrive
Custom Field
1:1OpenCRM custom fields on Contacts, Companies, and Deals are discovered per-tenant during scoping and mapped field-by-field to Pipedrive custom fields. We create the Pipedrive custom field in the destination account before migration begins, matching the OpenCRM data type (text, number, date, picklist) to the nearest Pipedrive field type. Multi-select picklists in OpenCRM map to Pipedrive multi-select fields.
OpenCRM
User (Owner)
Pipedrive
User
1:1OpenCRM user records and deal and contact ownership assignments are resolved by email match against the Pipedrive User table. We extract every distinct owner referenced on migrating records and generate a user-mapping table. Any OpenCRM owner without a matching Pipedrive user goes to a reconciliation queue; the customer provisions missing users before record import resumes. Active and inactive status is preserved where possible.
OpenCRM
Tag / Label
Pipedrive
Label
lossyOpenCRM tag-based categorisation on contacts and companies migrates to Pipedrive Labels. Tags stored as multi-checkbox properties in OpenCRM flatten to a comma-separated label string in Pipedrive. The customer confirms during scoping whether tags should become Pipedrive Labels, Person fields, or both. We do not create custom label taxonomy; the customer defines the label structure before import.
| OpenCRM | Pipedrive | Compatibility | |
|---|---|---|---|
| Company | Organization1:1 | Fully supported | |
| Contact | Person1:1 | Fully supported | |
| Deal | Deal1:1 | Fully supported | |
| Pipeline Stage | Pipeline Stagelossy | Fully supported | |
| Activity (Call) | Activity (Call)1:1 | Fully supported | |
| Activity (Meeting) | Activity (Meeting)1:1 | Fully supported | |
| Activity (Task) | Activity (Task)1:1 | Fully supported | |
| Note | Note1:1 | Fully supported | |
| Custom Field | Custom Field1:1 | Fully supported | |
| User (Owner) | User1:1 | Fully supported | |
| Tag / Label | Labellossy | 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.
OpenCRM gotchas
Bulk import without CRM ID or ExternalID creates duplicate records
Import ordering dependency: Companies before Contacts
No documented public REST API for programmatic export
Pipeline stage names are tenant-defined and require manual mapping
Pipedrive gotchas
Custom field hash keys differ per account
Export access gated by visibility groups
Token-based API rate limits since December 2024
Sequences and Automations not exposed via REST API
Cost escalates via workflow caps and add-ons
Pair-specific challenges
Migration approach
Discovery and scoping
We audit the OpenCRM account across objects in use (Companies, Contacts, Deals, Activities, Notes, custom fields), record counts per object, pipeline stage names, active tags and labels, and owner assignments. We also confirm whether any OpenCRM Workflows or automation rules are in active use, since these will require a written inventory rather than a data migration. The discovery output is a written migration scope document including the stage-mapping table for Deals and the user-mapping table for Owners.
CSV extraction from OpenCRM
We extract full-column CSV exports for each OpenCRM object from the UI-based export function. For large datasets we request segmented exports by date range or record range to avoid UI truncation. We extract the OpenCRM record ID column alongside the data columns for every object to serve as the external ID during the Pipedrive import. All CSV files are staged in a secure workspace and validated for column headers, row counts, and encoding before transformation begins.
Schema setup in Pipedrive
We create Pipedrive pipelines and stages matching the OpenCRM pipeline structure, applying the stage-mapping table agreed during scoping. We create any custom fields required for the migration (mapped from OpenCRM custom fields) in Pipedrive before the first record import. We invite all required Pipedrive users so that owner assignment resolves during import rather than creating orphaned owner records.
Data transformation and staging
We transform each CSV into Pipedrive-compatible format: Contacts become Persons with OrganizationId resolved by matching parent Company name to the destination Organization; Deals are enriched with stage mapping, OwnerId resolved by email match, and expected close date normalised to UTC. Activities are transformed with their type (call, meeting, task) preserved and timestamps normalised. Notes are staged with their parent record reference intact. Custom field values are mapped to their Pipedrive field names. Tags are collected as label strings for the label step.
Production import in dependency order
We import in record-dependency order: Organizations first (from Companies), Persons second (with OrganizationId resolved), Deals third (with OwnerId and stage resolved), Activities fourth (calls, meetings, tasks in sequence), Notes fifth. Each phase emits a row-count reconciliation report comparing OpenCRM source counts to Pipedrive destination counts. Orphaned records (Persons without an Organization, Deals without an Owner) are flagged and held in a reconciliation queue for the customer's decision before the next phase begins.
Cutover, validation, and automation handoff
We freeze OpenCRM writes during the final cutover window, run a delta migration of any records modified during the migration window, then mark Pipedrive as the system of record. We deliver a written inventory of OpenCRM Workflows and automation rules for the customer's admin to rebuild in Pipedrive Automations. We support a one-week post-cutover window where we resolve any record linkage or field-value issues raised by the customer's team. We do not rebuild OpenCRM workflows as Pipedrive automation flows inside the migration scope.
Platform deep dives
OpenCRM
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Moderate CRM migration. 4 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across OpenCRM and Pipedrive.
Object compatibility
4 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
OpenCRM: Not publicly documented.
Data volume sensitivity
OpenCRM 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
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during OpenCRM to Pipedrive migration scoping. Not seeing yours? Book a call.
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