CRM migration
Field-level mapping, validation, and rollback between Comarch Marketing Automation and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Comarch Marketing Automation
Source
Pipedrive
Destination
Compatibility
7 of 11
objects map 1:1 between Comarch Marketing Automation and Pipedrive.
Complexity
BStandard
Timeline
4-6 weeks
Overview
Moving from Comarch Marketing Automation to Pipedrive is a data-model translation, not a simple record transfer. Comarch organizes data around loyalty programs, customer segments, and multichannel campaign journeys with AI-driven scoring, while Pipedrive is structured around Contacts, Organizations, Deals, and pipeline Activities. We extract Comarch loyalty member profiles, segment membership lists, promotional offer definitions, and engagement KPIs, then map them to Pipedrive's Contact fields, Organization records, and custom fields. Comarch's automation journey definitions and AI-generated recommendations do not export via API and are documented for manual rebuild in Pipedrive Workflows after migration. Pipedrive's native Import2 partnership and Pipedrive API support our extraction approach, though Comarch's enterprise deployments frequently require partner coordination for initial data access.
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 Comarch Marketing Automation 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.
Comarch Marketing Automation
Loyalty Member / Contact
Pipedrive
Person
1:1Comarch loyalty member profiles with loyalty attributes, transaction history, and engagement scores map to Pipedrive Person records. We extract member_id, email, name, phone, address, enrollment date, and loyalty tier level, then map them to Pipedrive's name, email, phone, and address fields plus custom fields for loyalty_tier, enrollment_date, and engagement_score. The member_id becomes the Pipedrive org_id if the Comarch account has a single-account structure, or maps to a separate Organization record if Comarch stores member records under corporate accounts.
Comarch Marketing Automation
Corporate Account / Organization
Pipedrive
Organization
1:1Comarch B2B accounts storing loyalty program configurations for enterprise clients map to Pipedrive Organization records. We extract account_name, address, industry, partner_status, and ERP integration references, mapping them to Pipedrive's name, address fields, and custom fields. If Comarch stores both B2C individual members and B2B corporate accounts, we resolve the Organization before importing related Person records so that the relationship is established at import time.
Comarch Marketing Automation
Customer Segment
Pipedrive
Label or Smart List
1:1Comarch AI-driven customer segments built from behavioral rules map to Pipedrive Labels on Contact and Organization records. We export segment definitions (name, rule criteria, member count) and apply Labels to the matching Pipedrive records during migration. Segments with complex multi-condition rules that cannot be represented as simple Labels become Pipedrive Smart Lists defined post-migration using Pipedrive's filter conditions.
Comarch Marketing Automation
Campaign / Customer Journey
Pipedrive
Activity + Workflow (manual rebuild)
1:1Comarch campaign metadata (name, channel, send date, audience size, send status) migrates to Pipedrive Activity records as campaign history entries. The campaign journey workflow logic is proprietary and does not export via API; we document every campaign's trigger conditions, channel sequence, delay rules, and branching logic in a written rebuild guide for Pipedrive Workflows. The customer rebuilds each journey manually in Pipedrive's visual Workflow builder.
Comarch Marketing Automation
Promotional Offer
Pipedrive
Custom Field or Deal (discount context)
lossyComarch promotional offer definitions including discount rules, eligibility criteria, and temporal constraints map to custom fields on the relevant Contact record. For time-limited offer campaigns tied to deal activity, we create a Pipedrive Deal with the offer details in custom fields and link it to the Contact or Organization. Offer rules that require complex conditional logic are documented in the automation rebuild guide for Workflow recreation.
Comarch Marketing Automation
Engagement Metrics / KPIs
Pipedrive
Custom Fields on Person or Organization
1:1Comarch KPIs including growth rate, churn rate, average transaction value, loyalty penetration, CLV, engagement index, enrollments, and NPS migrate as numeric custom fields on Pipedrive Person or Organization records. Each KPI is tied to the original member_id. We preserve the timestamp of the most recent KPI calculation in a field called kpi_last_updated for audit and reporting continuity.
Comarch Marketing Automation
Loyalty Program Definition
Pipedrive
Custom Fields (Program Metadata)
lossyComarch loyalty program metadata including program name, tier structure, earning rules, and partner configurations migrates as custom fields on the Organization record for B2B programs or as account-level custom fields for B2C programs. Custom tier logic, partner-specific earning rules, and time-limited promotional structures require customer review during scoping to map non-standard rules to Pipedrive-equivalent fields or note them as Workflow conditions to rebuild.
Comarch Marketing Automation
Channel Configuration (Email, SMS, Push)
Pipedrive
Activity (send record) + Integration reference
1:1Comarch channel configurations for email, SMS, and push are exported as integration reference records and mapped to Pipedrive Activity entries showing send history per Contact. Channel credentials (sender IDs, SMS provider configurations) are documented for manual reconfiguration in Pipedrive's email integration settings or third-party SMS connector setup post-migration.
Comarch Marketing Automation
Custom Properties / Extended Fields
Pipedrive
Custom Fields
lossyEnterprise Comarch deployments frequently extend the data model with custom fields for industry-specific attributes. We extract custom property definitions alongside record data, create matching custom fields in Pipedrive during schema setup, and map values during import. Field types are reconciled: multi-select values become Pipedrive multi-select fields, dates become date fields, and JSON-stored values are flattened into text fields with a documented format.
Comarch Marketing Automation
Attachments / Documents
Pipedrive
File Upload (post-import download)
1:1Comarch marketing materials, offer PDFs, and program documentation exported as file references or binary blobs are flagged for individual download during migration. We document the file URLs, names, and associated Contact or Campaign record in a file inventory spreadsheet. The customer downloads files post-migration and re-attaches them to the relevant Pipedrive records using Pipedrive's file attachment feature.
Comarch Marketing Automation
ERP / EDI Integration Config
Pipedrive
Integration Documentation
lossyComarch EDI and ERP integration endpoint configurations for B2B workflows are exported as documented integration specs (endpoint URLs, authentication method, data mapping rules). These do not migrate as live connections; we deliver a written integration handoff document that the customer's IT team uses to configure equivalent Pipedrive integrations or middleware connections post-migration.
| Comarch Marketing Automation | Pipedrive | Compatibility | |
|---|---|---|---|
| Loyalty Member / Contact | Person1:1 | Fully supported | |
| Corporate Account / Organization | Organization1:1 | Fully supported | |
| Customer Segment | Label or Smart List1:1 | Fully supported | |
| Campaign / Customer Journey | Activity + Workflow (manual rebuild)1:1 | Fully supported | |
| Promotional Offer | Custom Field or Deal (discount context)lossy | Fully supported | |
| Engagement Metrics / KPIs | Custom Fields on Person or Organization1:1 | Fully supported | |
| Loyalty Program Definition | Custom Fields (Program Metadata)lossy | Fully supported | |
| Channel Configuration (Email, SMS, Push) | Activity (send record) + Integration reference1:1 | Fully supported | |
| Custom Properties / Extended Fields | Custom Fieldslossy | Mapping required | |
| Attachments / Documents | File Upload (post-import download)1:1 | Mapping required | |
| ERP / EDI Integration Config | Integration Documentationlossy | 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.
Comarch Marketing Automation gotchas
Partner-managed enterprise deployments complicate data extraction
Automation journey logic does not export from Comarch
No publicly documented API rate limits for Comarch Marketing Automation
Data Import and Export Tools feature is tier-dependent
Loyalty program tier structures are often deeply customized
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 deployment assessment
We audit the Comarch Marketing Automation deployment across tier (SMB/Mid-Market/Enterprise), loyalty program count, segment definitions, campaign history, custom property count, engagement record volume, and API access method. We also identify whether the deployment is partner-administered, which determines whether partner coordination is a prerequisite. The discovery output is a written migration scope, a data inventory, and a confirmation of Comarch API quota allocation for extraction planning.
Pipedrive schema design and custom field creation
We design the destination Pipedrive schema including standard objects (Person, Organization, Deal, Activity), custom fields mapped from Comarch loyalty attributes and KPIs, Labels for segment membership, and Pipeline configuration. Custom fields are created in Pipedrive before any data import begins. We configure the Pipedrive pipeline with stages that map to Comarch's engagement status values, and set up Activity types for campaign-related records.
Extraction and transformation pipeline build
We build the extraction pipeline using Comarch's API (or partner-administered export method for tier-constrained deployments) and transform the data into Pipedrive-ready format. This includes resolving Organization records before Person imports so that the Org-ID relationship is established, splitting loyalty program membership into custom field values on Person records, and flattening segment membership into Pipedrive Label assignments. We apply conservative throttling based on confirmed Comarch API quotas and build retry logic with exponential backoff.
Pilot migration to Pipedrive test account
We run a pilot migration importing a representative subset (typically 500-1,000 records) into a Pipedrive test account. The customer reviews the imported records, validates custom field population, confirms Label assignment for segments, and spot-checks Activity records for campaign history. Any mapping corrections are documented and applied to the full migration pipeline before the production migration begins.
Production migration in dependency order
We run production migration in record-dependency order: Organizations (from Comarch B2B accounts), Persons (with Organization-ID resolved), Deals (with Person and Organization links), Activities (campaign history and engagement records), custom field values for loyalty attributes and KPIs, and Label assignments for segments. Each phase emits a row-count reconciliation report showing records imported, skipped, and errored. We resolve errors before proceeding to the next phase.
Cutover, file inventory handoff, and automation rebuild guide delivery
We freeze Comarch writes during cutover, run a final delta migration of records modified during the migration window, and enable Pipedrive as the system of record. We deliver the file inventory spreadsheet (with Comarch file URLs, names, and associated record references for download), the automation rebuild guide documenting every campaign journey with its trigger, conditions, and recommended Pipedrive Workflow equivalent, and a written summary of any loyalty program rules that require manual configuration in Pipedrive. We do not rebuild workflows in Pipedrive as part of standard migration scope.
Platform deep dives
Comarch Marketing Automation
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 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 Comarch Marketing Automation and Pipedrive.
Object compatibility
3 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
Comarch Marketing Automation: Not publicly documented; varies by enterprise contract.
Data volume sensitivity
Comarch Marketing Automation 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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