CRM migration
Field-level mapping, validation, and rollback between Pega Customer Engagement Suite and HubSpot. We move data and schema; workflows are rebuilt natively in HubSpot.
Pega Customer Engagement Suite
Source
HubSpot
Destination
Compatibility
14 of 14
objects map 1:1 between Pega Customer Engagement Suite and HubSpot.
Complexity
BStandard
Timeline
4–6 weeks
Overview
Pega Customer Engagement Suite and HubSpot sit at opposite ends of the enterprise-CRM spectrum. Pega organizes data around a flexible entity model with case types, next-best-action decisioning strategies, and BPM-driven process flows — a design suited to regulated financial services and telecommunications environments. HubSpot uses a simpler contact-company-deal structure with lifecycle stage as the primary customer-state property and deal pipelines for sales tracking. FlitStack AI extracts Pega entities via REST or bulk export, maps them to HubSpot objects, preserves case history as deal properties, and captures decisioning parameters as reference documents for HubSpot workflow rebuild. We sequence the migration to resolve entity-to-contact lookups before deals land, handle owner resolution by email match against HubSpot users, and run a sample migration with field-level diff before committing the full run. Anything Pega stores as case-level data (status, priority, SLA tier) migrates as HubSpot custom properties on the associated contact or deal — SLA logic and case-type progression stages cannot replicate natively in HubSpot and must be rebuilt using HubSpot's workflow and list automation tools. Pega's integration connectors and third-party middleware do not migrate; those rebuilds are scoped separately.
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 Pega Customer Engagement Suite object lands in HubSpot, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Pega Customer Engagement Suite
Pega Customer Entity
HubSpot
HubSpot Contact
1:1Pega's primary customer entity maps directly to HubSpot Contact. Standard contact properties — name fields, email address, phone number, job title, and postal address — map to their HubSpot equivalents. Pega's pyID system field is preserved as a custom contact property (Source_Pega_ID__c) for traceability and to enable delta-run de-duplication against existing HubSpot records. The original Pega create timestamp is also preserved as a custom property since HubSpot's createdate is set at migration time.
Pega Customer Engagement Suite
Pega Contact Entity (person-type)
HubSpot
HubSpot Contact
1:1Pega entities of type Person or Contact map one-to-one to HubSpot Contacts without transformation. When Pega stores multiple address types — such as mailing address and billing address — HubSpot's primary address field holds the mailing address while secondary address types are stored as custom contact properties to preserve the complete contact record and support all downstream use cases requiring address verification.
Pega Customer Engagement Suite
Pega Organization Entity
HubSpot
HubSpot Company
1:1Pega organization-type entities map directly to HubSpot Companies. Pega's parent-organization hierarchy — where child organizations reference their parent by ID — is preserved as a custom Company property (Parent_Company_Pega_ID__c) referencing the parent's Pega ID string. Because HubSpot's company model is flat with no native inheritance, this manual reference link is the mechanism for reconstructing organizational hierarchies after migration completes.
Pega Customer Engagement Suite
Pega Case / Case Type
HubSpot
HubSpot Deal + Custom Properties
1:1Pega cases map to HubSpot Deals with case type name becoming the deal name, case status mapping to the deal stage (with custom property fallback), and case priority preserved as a custom pick-list property (Case_Priority__c). Pega's multi-step case stage progression maps to HubSpot pipeline stages per deal type.
Pega Customer Engagement Suite
Pega Interaction / Activity
HubSpot
HubSpot Engagement (calls, emails, meetings)
1:1Pega interaction records — including emails, calls, chats, and field service visits — map directly to HubSpot Engagements attached to the associated contact or deal. Original timestamps from Pega, agent operator assignments, and owner information are preserved during migration. Pega interaction notes and summaries map to HubSpot engagement notes on the associated contact or deal record.
Pega Customer Engagement Suite
Pega Next-Best-Action Strategy
HubSpot
Custom Property + Reference Document
1:1Pega's next-best-action strategies and decisioning parameters have no HubSpot native equivalent. We export strategy definitions, eligibility rules, and offer parameters as a structured JSON + human-readable reference document. These are used by HubSpot implementation teams to rebuild equivalent logic using HubSpot lists, workflows, and AI-powered lead scoring.
Pega Customer Engagement Suite
Pega Custom Data Class
HubSpot
HubSpot Custom Object
1:1Pega custom data classes map 1:1 to HubSpot custom objects (Enterprise tier). Each custom class requires a corresponding HubSpot custom object to be pre-created. Custom object associations in Pega that are N:N require HubSpot association labels or junction records to preserve the relationship.
Pega Customer Engagement Suite
Pega Work Basket / Operator Assignment
HubSpot
HubSpot Owner
1:1Pega operators and work basket assignments are resolved by email match to HubSpot Owners. Unmatched operators are flagged before migration — either invited to HubSpot or assigned to a fallback owner. This ensures no migrated record lands without a HubSpot owner.
Pega Customer Engagement Suite
Pega SLA Tier / Service Level
HubSpot
Custom Property on HubSpot Deal
1:1Pega SLA tiers (Gold, Silver, Bronze) attached to cases migrate as a custom pick-list property on the associated HubSpot Deal. HubSpot has no native SLA tracking — SLA breaches and response-time rules must be rebuilt using HubSpot workflows with time-based triggers if SLA monitoring is required.
Pega Customer Engagement Suite
Pega Case Status / Stage
HubSpot
HubSpot Deal Stage (pipeline-specific)
1:1Pega case status values (New, In Progress, Pending Review, Resolved, Closed) map to HubSpot deal stage pick-list values. If Pega uses custom case stages per case type, each distinct stage set requires its own HubSpot pipeline. Stage-entry timestamps are preserved as custom datetime fields (Stage_Entered_At__c) for reporting continuity.
Pega Customer Engagement Suite
Pega Attachment / Document
HubSpot
HubSpot File
1:1Pega file attachments on cases and entities are downloaded and re-uploaded to HubSpot Files, attached to the corresponding contact, company, or deal record. File size limits of the destination apply. Inline images in Pega notes are extracted and re-hosted as HubSpot-hosted assets.
Pega Customer Engagement Suite
Pega Entity N:N Relationship
HubSpot
HubSpot Contact-Company Association
1:1Pega supports N:N entity relationships natively. When a Pega Contact Entity has multiple associated Organization Entities, the primary organization becomes the HubSpot Company association. Secondary organization associations are added via HubSpot's association label model — additional organizations beyond the primary are surfaced as Company associations with a custom label.
Pega Customer Engagement Suite
Pega Case Note / Summary
HubSpot
HubSpot Engagement Note
1:1Pega case notes, agent summaries, and resolution notes map to HubSpot engagement notes attached to the associated deal. Original note timestamps and author operator ID are preserved for audit. If Pega uses structured note types (internal, external, compliance), a custom property (Note_Type__c) distinguishes them in HubSpot.
Pega Customer Engagement Suite
Pega Decisioning Parameter / Offer Data
HubSpot
Custom Property + Reference Export
1:1Pega Customer Decision Hub parameters — offer eligibility thresholds, engagement policy rules, and next-best-action strategy weights — have no HubSpot equivalent. FlitStack exports these as a structured reference document for HubSpot workflow rebuild. The raw decisioning data is not imported as live HubSpot data.
| Pega Customer Engagement Suite | HubSpot | Compatibility | |
|---|---|---|---|
| Pega Customer Entity | HubSpot Contact1:1 | Fully supported | |
| Pega Contact Entity (person-type) | HubSpot Contact1:1 | Fully supported | |
| Pega Organization Entity | HubSpot Company1:1 | Fully supported | |
| Pega Case / Case Type | HubSpot Deal + Custom Properties1:1 | Fully supported | |
| Pega Interaction / Activity | HubSpot Engagement (calls, emails, meetings)1:1 | Fully supported | |
| Pega Next-Best-Action Strategy | Custom Property + Reference Document1:1 | Fully supported | |
| Pega Custom Data Class | HubSpot Custom Object1:1 | Fully supported | |
| Pega Work Basket / Operator Assignment | HubSpot Owner1:1 | Fully supported | |
| Pega SLA Tier / Service Level | Custom Property on HubSpot Deal1:1 | Fully supported | |
| Pega Case Status / Stage | HubSpot Deal Stage (pipeline-specific)1:1 | Fully supported | |
| Pega Attachment / Document | HubSpot File1:1 | Fully supported | |
| Pega Entity N:N Relationship | HubSpot Contact-Company Association1:1 | Fully supported | |
| Pega Case Note / Summary | HubSpot Engagement Note1:1 | Fully supported | |
| Pega Decisioning Parameter / Offer Data | Custom Property + Reference Export1:1 | 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.
Pega Customer Engagement Suite gotchas
Case-based pricing model is migration-critical
Version upgrades deprecate rules and break custom applications
Workflow and decision logic require complete manual rebuild
Limited documented bulk export API
Salesforce integration gaps reported in production
HubSpot gotchas
Marketing Contacts billing model is migration-critical
Feature tier gating is not visible until onboarding
Mandatory onboarding fees inflate year-one cost
HubSpot CSV importer cannot migrate engagements or attachments
Custom objects require Enterprise and a pre-existing schema
Pair-specific challenges
Migration approach
Discovery and entity audit
FlitStack AI connects to your Pega instance via REST or bulk export to inventory all entity classes, case types, custom data classes, and interaction records. We document the Pega data model in a migration schema plan, identify case volume across all case types (a common scoping blind spot), extract next-best-action strategy definitions for the rebuild reference document, and identify entity-to-entity relationships that require HubSpot association reconstruction. We deliver this schema plan before any data moves so your HubSpot admin can pre-create custom objects and pipelines.
Data quality and transformation preparation
We run a data quality assessment on Pega records — identifying duplicates across entity types, formatting inconsistencies in email addresses and phone numbers, and incomplete records missing required fields for HubSpot contact creation. Case history records are tagged for decomposition into HubSpot deal properties. Owner operators are resolved by email match against the target HubSpot user list; any unresolved operators are flagged for team action before migration. Pega SLA tiers and priority values are mapped to HubSpot custom pick-list options that your admin creates in HubSpot before data lands.
HubSpot schema pre-configuration
We deliver a HubSpot setup specification based on the Pega entity audit: custom objects to create, custom properties to add to contacts and deals, pipeline names mapped from Pega case types, and stage values mapped from Pega case statuses. Your HubSpot admin (or FlitStack, if included in scope) creates these before the migration run. This ensures HubSpot is schema-ready when data begins arriving — avoiding the common failure mode where imported records land without their target properties because the schema wasn't pre-created.
Sample migration with field-level diff
A representative slice migrates first — typically 100–500 records spanning contacts, companies, cases, and engagement records. We generate a field-level diff showing source Pega field values against the migrated HubSpot field values. You verify case-status-to-deal-stage mapping, SLA tier preservation, owner resolution accuracy, and entity-to-contact association linkage before the full run commits. Any mapping errors are corrected and the sample re-run until the diff passes your review.
Full migration with delta-pickup window
Full migration runs against your live HubSpot instance. We sequence the run to resolve foreign keys correctly: Pega organizations migrate first (to HubSpot companies), then Pega contacts migrate with company associations, then cases migrate as deals linked to contacts and companies. Original create timestamps and case-entry timestamps are preserved in custom datetime properties. A delta-pickup window (24–48 hours) captures any records modified in Pega during the cutover period. Audit log records every operation. One-click rollback is available if reconciliation identifies mapping failures post-migration.
Post-migration validation and rebuild reference handoff
We run structured validation checks covering record counts, field completeness, association integrity, and owner resolution rates. A reconciliation report is delivered showing record counts per Pega entity type against migrated HubSpot record counts, with any gaps flagged. Pega workflow and routing rule definitions are delivered as structured reference documents for HubSpot workflow rebuild. Next-best-action strategy parameters are delivered as a decisioning rebuild specification. We conduct a 30-minute handoff call with your HubSpot admin to walk through the rebuild references and answer any schema questions before your team goes live in HubSpot.
Platform deep dives
Pega Customer Engagement Suite
Source
Strengths
Weaknesses
HubSpot
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 2 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 Pega Customer Engagement Suite and HubSpot.
Object compatibility
2 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
Pega Customer Engagement Suite: Not publicly documented.
Data volume sensitivity
Pega Customer Engagement Suite 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.
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FAQ
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