CRM migration

Migrate from Pega Platform to HubSpot

Field-level mapping, validation, and rollback between Pega Platform and HubSpot. We move data and schema; workflows are rebuilt natively in HubSpot.

Pega Platform logo

Pega Platform

Source

HubSpot

Destination

HubSpot logo

Compatibility

100%

10 of 10

objects map 1:1 between Pega Platform and HubSpot.

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Pega Platform is a BPM and low-code automation platform where the primary record is a Case (or Work Item) with properties, assignments, and a lifecycle governed by case types and processes. HubSpot is a CRM where the primary records are Contacts, Companies, Deals, and Tickets organized into pipelines and lifecycle stages. The two models are architecturally different: Pega stores data as typed properties on case-type classes; HubSpot stores data as flat properties on CRM objects. We map Pega contacts to HubSpot contacts, Pega organizations to HubSpot companies, and Pega cases to HubSpot deals using a custom case-type pipeline. Assignments become tasks linked to the parent deal. Custom properties on Pega cases map to HubSpot deal properties — type-aware, with Pega's original values preserved for reporting continuity. Pega workflows, decision rules, and process automation do not migrate; we export their definitions as a rebuild reference. We extract from Pega via the Pega REST API with pagination and rate-limit handling, then bulk-import into HubSpot using the HubSpot v3 API.

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

Pega Platform logo

Pega Platform

What's pushing teams away

  • Annual licensing at enterprise tier plus 500-user minimum creates a high fixed cost that smaller teams cannot justify, especially when headcount fluctuates.
  • Steep learning curve and specialized certification requirements mean most business teams cannot modify workflows without certified Pega developers.
  • Version upgrades routinely deprecate rules and automation patterns, forcing costly remediation projects every 18–24 months.
  • Strict UI customization limits force teams to accept Pega's structural constraints, leading to subpar customer-facing experiences compared to modern platforms.
  • Support accessibility is tiered—smaller organizations report difficulty getting timely assistance from Pega's support organization.

Choosing

HubSpot logo

HubSpot

What's pulling them in

  • Lowest barrier to entry of any major CRM — the free tier with unlimited contacts lets teams validate fit before committing to a paid plan, according to G2 and Capterra reviewers.
  • Native integration between the CRM and sales engagement tools (sequences, email tracking, dialer) means no separate sync configuration, a theme across G2 Sales Hub reviews.
  • Pipeline visualization, deal tracking, and automated workflows are consistently praised as intuitive and easy to set up without developer involvement.
  • Strong onboarding for new team members — reviewers on Capterra and G2 highlight how quickly new reps become productive without formal training.
  • The HubSpot platform ecosystem (Marketing, Sales, Service, CMS hubs) allows growing companies to consolidate tools without building new integrations.

Object mapping

How Pega Platform objects map to HubSpot

Each row shows how a Pega Platform 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 Platform

Contact (Pega operator)

maps to

HubSpot

Contact

1:1
Fully supported

Pega stores operator records as typed data with first name, last name, email, phone, and role. These map directly to HubSpot contact properties. Pega's Operator ID is preserved as Source_System_ID__c for deduplication and delta-run matching. Additionally, role information is captured in a custom contact property to maintain context after migration.

Pega Platform

Organization (Pega work party)

maps to

HubSpot

Company

1:1
Fully supported

Pega organizations represent external parties in a case context. Mapped 1:1 to HubSpot companies. Company name, domain, and address properties map to HubSpot company fields. Parent organization hierarchy is preserved via HubSpot's parent company field. If a parent organization does not exist in HubSpot, we create a placeholder record to maintain hierarchy integrity.

Pega Platform

Case

maps to

HubSpot

Deal

1:1
Fully supported

Pega's core record is a Case with a case type, status, priority, create/update timestamps, and custom properties. Cases map to HubSpot deals — the Pega Case ID becomes a custom property, the case type defines a custom deal property, and case status maps to a HubSpot deal stage value in a dedicated pipeline.

Pega Platform

Case Type (Pega class)

maps to

HubSpot

Deal custom property (pick-list)

1:1
Fully supported

Pega case types are class-level definitions that drive the property schema for each case. HubSpot has no case-type equivalent. We create a custom pick-list property on the deal (e.g., Case_Type__c) and populate it from the Pega case's pxClassName field. One Pega case type = one pick-list value.

Pega Platform

Case Status

maps to

HubSpot

Deal Stage (per pipeline)

1:1
Fully supported

Pega stores case status as a string property with values like New, Open, Pending, Resolved. HubSpot deal stages are pick-list values scoped to a pipeline. We create a Pega Cases pipeline in HubSpot and map Pega status strings to deal stage values — value-by-value — preserving original timestamps as custom datetime fields.

Pega Platform

Case Priority

maps to

HubSpot

Deal custom property (pick-list)

1:1
Fully supported

Pega case priority is a typed property (High, Medium, Low or numeric). HubSpot deals have no native priority field. We create a custom pick-list property (Case_Priority__c) on the deal and map Pega priority values directly. Original Pega priority values are preserved for reporting continuity.

Pega Platform

Assignment

maps to

HubSpot

Task

1:1
Fully supported

Pega assignments are operator-work items linking an operator to a case with a status (Open, Resolved). These become HubSpot tasks associated with the parent deal (not with the contact, since Pega assignments are case-centric). Assignee resolved by email match against HubSpot users. Pega's assignment create timestamp is preserved.

Pega Platform

Work Group

maps to

HubSpot

HubSpot Owner (user lookup)

1:1
Fully supported

Pega Work Groups are operator groups that can own cases. HubSpot has no group-ownership model — only individual users can own records. We resolve each Pega Work Group to a HubSpot user by matching group email or primary operator email. If no match exists, the case is assigned to a designated fallback owner and flagged for review.

Pega Platform

Custom Object

maps to

HubSpot

Custom Object

1:1
Fully supported

Pega custom classes map 1:1 to HubSpot custom objects (HubSpot Enterprise required). Custom object associations that use Pega's N:N relationship model need HubSpot custom relationship definitions. We include a custom-object schema plan as part of the migration deliverables.

Pega Platform

Attachment / File

maps to

HubSpot

HubSpot Files

1:1
Fully supported

Pega attachments are binary files or URL references stored on cases. Files are downloaded and re-uploaded to the corresponding HubSpot deal or contact record via HubSpot's Files API. URL-only attachments are preserved as a custom text property pointing to the original source. All attachments are linked using HubSpot's file manager for simple access.

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.

Pega Platform logo

Pega Platform gotchas

High

Version upgrades deprecate rules and break existing applications

High

Constellation UI migration requires explicit rule rewrites

Medium

Pega Robotics requires separate export tooling

Medium

Data Set exports require chunked reads for large volumes

Medium

Decision Rule logic does not port automatically to non-Pega destinations

HubSpot logo

HubSpot gotchas

High

Marketing Contacts billing model is migration-critical

High

Feature tier gating is not visible until onboarding

Medium

Mandatory onboarding fees inflate year-one cost

Medium

HubSpot CSV importer cannot migrate engagements or attachments

Medium

Custom objects require Enterprise and a pre-existing schema

Pair-specific challenges

  • Pega case model has no native HubSpot equivalent — case properties become deal custom properties

    Pega cases are BPM work items with typed properties, a lifecycle state machine, and a case type that governs the available fields. HubSpot deals have a fixed schema with a small set of native fields. Every Pega case property — status, priority, case type, business area, SLA tier, and any custom fields — must be mapped to HubSpot deal custom properties. The HubSpot deal name also needs a strategy: Pega's pyID (case number) or pyLabel (case title) can fill that role. We include a case-schema audit in discovery so all Pega case properties are accounted for before the migration runs.

  • Pega case status strings require explicit value-by-value mapping to HubSpot deal stages

    Pega stores case status as freeform or semi-structured string properties (e.g., New, Open, Pending-Approval, Resolved, Closed-Cancelled) with no enforced pick-list on the case class. HubSpot deal stages are pick-list values scoped to a specific deal pipeline. There is no automatic translation — we must build a value map for every Pega status string in your instance, then create the corresponding deal stages in a dedicated Pega Cases pipeline in HubSpot. If a Pega status has no natural HubSpot equivalent, we discuss the mapping with your team before committing.

  • Pega workflows, decision rules, and process automation do not migrate — rebuild required

    Pega's automation engine (decision rules, case-lifecycle stage transitions, Data Transforms, robotic automations, and SLA processors) is application-layer logic that cannot be mapped to HubSpot's enrollment-triggered workflow model. The two systems define automation in fundamentally incompatible ways. We export your Pega workflow definitions as a reference document — showing rule names, conditions, and action sequences — so your HubSpot admin or implementation partner has a rebuild guide. Workflow rebuilding is scoped separately from the data migration.

  • Pega Work Groups map to HubSpot owners but the mapping is many-to-one and must be configured

    Pega Work Groups are operator collectives that can own cases. HubSpot records can only be owned by individual users — there is no group-ownership model. We resolve each Pega Work Group to a HubSpot user by matching the group's primary operator email (or a configured email field). Cases owned by a Work Group with no HubSpot email match go to a fallback owner and are flagged for manual reassignment. If your Pega instance uses Work Groups as the primary ownership model, we recommend that your HubSpot admin pre-creates users matching the Work Group emails before migration begins.

  • HubSpot Enterprise licensing is required for custom objects — Pega custom classes need a destination

    Pega applications often include custom classes (custom objects) beyond the standard Case, Work Party, and Assignment types. HubSpot custom objects are available only on the Enterprise tier (and have per-object-type record limits). We include a custom-object inventory in the discovery phase: if your Pega setup has fewer than the HubSpot-permitted custom object types and your HubSpot plan is Enterprise, we map them 1:1. If HubSpot Enterprise is not yet in scope, we discuss alternatives such as using HubSpot custom properties on the standard deal or contact object to store the most important custom-class data.

Migration approach

Six steps for a successful Pega Platform to HubSpot data migration

  1. Discover Pega data model and case-type schema

    We audit your Pega instance via the Pega REST API and document every case type, custom class, property name, data type, and work party relationship. We identify the Pega operator and Work Group records, capture case-property metadata, and map the case lifecycle stages. This output is a Pega schema document that becomes the authoritative source for all field mapping decisions in the next phase.

  2. Design HubSpot schema and case-to-deal mapping plan

    Using the Pega schema document, we design the HubSpot side: deal pipeline creation (Pega Cases pipeline), custom property definitions on deals and contacts, custom pick-list values for case type and priority, and owner resolution rules for Work Groups. We build the value map for Pega case status strings to HubSpot deal stages. The mapping plan is reviewed with you before any data moves.

  3. Run a sample migration with field-level diff

    A representative slice — typically 100–500 Pega cases spanning multiple case types, plus associated contacts, organizations, and assignments — migrates to HubSpot. We generate a field-level diff comparing Pega source values against the HubSpot destination fields so you can verify case status mapping, priority values, Work Group resolution, and parent-child organization links before the full run commits. This sample also validates data type handling, such as date formats, pick-list values, and numeric conversions.

  4. Execute full migration with delta-pickup window

    The full Pega export runs via the Pega REST API with pagination and rate-limit handling. Data loads into HubSpot via the v3 API and Bulk Import. After the initial load, a delta-pickup window (24–48 hours) captures any Pega cases created or modified during the cutover. All operations are logged in an audit trail. One-click rollback is available if field-level reconciliation reveals unexpected divergences.

  5. QA validation and workflow rebuild handoff

    We validate record counts, association integrity (deal-to-contact links, task-to-deal links), and custom property completeness. You receive a migration summary report with record counts per case type, owner distribution, and any records that landed with fallback owners. We hand off the Pega workflow export document and schedule a handoff call with your HubSpot admin to plan the automation rebuild. Additionally, we verify that all case attachments were successfully transferred and that any custom object associations are correctly reflected in HubSpot.

Platform deep dives

Context on both ends of the pair

Pega Platform logo

Pega Platform

Source

Strengths

  • Handles millions of cases per year with built-in queuing, escalation, and SLA tracking that scales without additional infrastructure.
  • Low-code Case Management lets business analysts configure workflows without deep developer involvement, improving time-to-production for rule changes.
  • AI-powered Next-Best-Action and predictive analytics are embedded directly into case processing without requiring a separate decisioning engine.
  • Rich integration layer supports REST, SOAP, JMS, and database connectors out of the box, reducing custom integration work for enterprise systems.
  • Strong regulatory compliance features including audit logging, approval workflows, and segregation of duties satisfy financial and healthcare governance requirements.

Weaknesses

  • 500 named user minimum and 350,000 case annual minimum create prohibitive costs for organizations that do not operate at enterprise scale.
  • Separate licensing for Pega Robotics means not all platform capabilities are included in the base Pega Platform license, adding hidden cost complexity.
  • Strict UI customization constraints mean external-facing interfaces cannot match modern UX standards without significant workaround development.
  • Version upgrade cadence deprecates rules and automation patterns regularly, forcing customers into costly remediation projects to maintain compatibility.
  • Cloud pricing opacity and annual billing requirements make it difficult to predict total cost of ownership before committing.
HubSpot logo

HubSpot

Destination

Strengths

  • Genuinely useful free CRM tier with no seat limit on contact records.
  • All-in-one sales engagement layer (sequences, email tracking, calling, dialer) embedded natively in the CRM, eliminating a separate integration.
  • Intuitive interface and fast onboarding for individual reps, per G2 and Capterra reviews.
  • Workflow automation triggers across contacts, deals, and tickets with a visual builder.
  • API coverage for all standard objects including custom objects at Enterprise tier.

Weaknesses

  • Pricing model is contact-based at the marketing layer — importing all records as marketing contacts can multiply the monthly bill by 4×.
  • Feature tier cliffs are frequent surprises: sequences, calling, advanced reporting, and quoting are all gated, often requiring plan upgrades mid-implementation.
  • Mandatory onboarding fees at Professional ($1,500) and Enterprise ($3,500) are not prominently disclosed on the pricing page.
  • API rate limits are restrictive for bulk migration — burst limits of 100-200 req/10sec and search endpoint limits of 4 req/sec require careful job queuing.
  • Custom objects, additional pipelines, and advanced forecasting are Enterprise-only, making cost projections difficult for growing teams.

Complexity grading

How hard is this migration?

Standard CRM migration. 2 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Pega Platform and HubSpot.

  • Object compatibility

    B

    2 of 8 objects need a mapping; the rest are 1:1.

  • 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

    Pega Platform: Not publicly documented; rate limits are enforced per API plan and vary by Pega Cloud environment.

  • Data volume sensitivity

    A

    Pega Platform exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Pega Platform to HubSpot 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 Pega Platform to HubSpot data migrations

Answers to the questions buyers ask most during Pega Platform to HubSpot migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Book a free 30 minute consultation

Most Pega-to-HubSpot migrations complete in 48–72 hours of clock time for under 50,000 total records (contacts, organizations, cases, and assignments). Enterprise setups with multiple Pega case types, extensive custom class schemas, or more than 500,000 records extend to 5–10 business days. The discovery and mapping design phase typically adds 1–2 weeks before data begins moving and is the longest planning step in the engagement.

Adjacent paths

Related migrations to explore

Ready when you are

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