Helpdesk migration
Field-level mapping, validation, and rollback between Sprinklr Service and HubSpot Service Hub. We move data and schema; workflows are rebuilt natively in HubSpot Service Hub.
Sprinklr Service
Source
HubSpot Service Hub
Destination
Compatibility
9 of 12
objects map 1:1 between Sprinklr Service and HubSpot Service Hub.
Complexity
BStandard
Timeline
4-6 weeks
Overview
Moving from Sprinklr Service to HubSpot Service Hub is a migration from an enterprise AI-native CCaaS platform spanning 30+ channels to a tiered helpdesk platform centered on ticket management, customer portals, and AI agents. Sprinklr stores Cases, Contacts, Companies, Agents, Teams, Custom Fields, Tags, Knowledge Base Articles, and conversation threads across separate API sub-systems, each with its own export path and schema dependency. HubSpot Service Hub uses a unified workspace model at Professional and above, with Tickets, Conversations, SLA policies, Knowledge Base, and customer portals managed from a single CRM-backed interface. We handle the multi-object Sprinklr export by sequencing each entity type, resolving parent-record dependencies (Company before Contact, Contact before Case), and transforming custom field schemas into HubSpot custom properties. We do not migrate routing rules, automations, or Sprinklr Success Manager-dependent sync configurations; these are documented separately for the customer's admin to rebuild in HubSpot's workflow builder.
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.
Source platform
Sprinklr Service platform overview
Scorecard, SWOT, gotchas, and pricing for Sprinklr Service.
Destination platform
HubSpot Service Hub platform overview
Scorecard, SWOT, gotchas, and pricing for HubSpot Service Hub.
Data migration guide
The complete HubSpot Service Hub migration guide
Data model, import mechanisms, field mapping strategy, pitfalls, and cutover — by the engineers running it.
Destination checklist
HubSpot Service Hub migration checklist
Pre- and post-cutover tasks for moving onto HubSpot Service Hub.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Sprinklr Service object lands in HubSpot Service Hub, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Sprinklr Service
Case
HubSpot Service Hub
Ticket
1:1Sprinklr Cases map to HubSpot Tickets. The Sprinklr channel source (voice, social, chat, email, messaging) is preserved as a custom ticket property (hs_channel_source__c) so the migration team can reconstruct channel distribution reporting in HubSpot. Agent assignment, SLA metadata (first response time, resolution time), and case status map to HubSpot owner, SLA policy reference, and ticket pipeline stage. Conversation threads migrate as associated email message records linked to the ticket.
Sprinklr Service
Contact
HubSpot Service Hub
Contact
1:1Sprinklr Contacts map directly to HubSpot Contacts. All standard fields (name, email, phone, address) migrate, along with any custom Contact properties discovered during scoping. HubSpot's email format validation is applied post-import; malformed email addresses found during reconciliation are flagged in a data quality report for the customer's admin to resolve before go-live.
Sprinklr Service
Company
HubSpot Service Hub
Company
1:1Sprinklr Companies map directly to HubSpot Companies. The HubSpot company domain becomes the Company Website field and is used as the dedupe key during import. Company is created before any Contact import so that the HubSpot Contact-to-Company association is satisfied at the moment of Contact insert.
Sprinklr Service
Agent
HubSpot Service Hub
User
1:1Sprinklr Agent records map to HubSpot Users. Agent profile data (name, email, role assignment, team membership, skill tags) migrate as HubSpot User properties. We resolve agents by email match against the HubSpot destination. Any Sprinklr Agent without a matching HubSpot User goes to a reconciliation queue for the customer's admin to provision before record import resumes, because OwnerId references on Tickets require an active or inactive User in HubSpot.
Sprinklr Service
Team
HubSpot Service Hub
Team
1:1Sprinklr Teams map to HubSpot Teams. Team names and hierarchies migrate as HubSpot Team records, with member assignments resolved via the Agent-to-User mapping. HubSpot Teams are used for ticket assignment routing, SLA policy scoping, and reporting by team in Service Hub Professional and above.
Sprinklr Service
Custom Field
HubSpot Service Hub
Custom Property
lossySprinklr custom fields on standard entities (Case, Contact, Company, Agent) are transformed into HubSpot custom properties. Custom field type mapping is applied during export: Sprinklr picklist values map to HubSpot dropdowns, multi-select values map to HubSpot checkboxes or multi-select properties, and numeric values map to HubSpot number fields. Custom field definitions vary per Sprinklr tenant and are discovered during the scoping audit before any schema is created in HubSpot.
Sprinklr Service
Tag
HubSpot Service Hub
Tag or Association
lossySprinklr tags applied across Cases and Contacts are exported with their parent record associations and reconstructed in HubSpot as Tags linked to the corresponding Ticket or Contact. The tag taxonomy from Sprinklr is reviewed during scoping: if the number of unique tags exceeds HubSpot's practical tag management threshold, we recommend consolidating into a smaller set of meaningful labels and noting the full original taxonomy in a custom field for reference.
Sprinklr Service
Knowledge Base Article
HubSpot Service Hub
Knowledge Base Article
1:1Sprinklr Knowledge Base Articles export with metadata including category, publish status, article body, and external/internal URL references. Articles are restructured for HubSpot's Knowledge Base format, with Sprinklr categories mapped to HubSpot Knowledge Base folders. Published status is preserved; draft articles are flagged separately so the customer can complete editing before publishing in HubSpot. Note that Sprinklr's periodic KB sync requires Success Manager coordination post-migration and is not part of the data migration scope.
Sprinklr Service
Conversation / Message Thread
HubSpot Service Hub
EmailMessage
1:1Individual messages within a Sprinklr Case form conversation threads, each tagged with channel source, timestamp, sender, and message content. Full thread history is exported via Sprinklr's API and mapped to HubSpot email message records linked to the parent Ticket. Channel metadata (source system, channel type) is preserved as message properties so the customer's team can verify channel distribution post-migration.
Sprinklr Service
Custom Entity
HubSpot Service Hub
Custom Object
1:1Sprinklr custom entities created via Entity Manager export separately from standard entities, as they have organization-specific schemas that vary per tenant. These map to HubSpot Custom Objects, available from HubSpot Service Hub Professional tier ($90/user/month) and above. We pre-create the destination schema in HubSpot, including all custom fields, lookup relationships, and any required validation rules, before any data import begins. Custom entity record counts and lookup dependencies are identified during scoping so the migration team can provision the correct HubSpot edition.
Sprinklr Service
Dashboard Export
HubSpot Service Hub
Report Package
1:1Sprinklr's reporting module exports dashboards and widgets to PDF, Excel, PNG, and CSV formats. These exports are extracted directly and delivered as a structured report package alongside the data migration. The report package is provided as-is for the customer's admin to reference when rebuilding equivalent HubSpot reports and dashboards in HubSpot's reporting module post-migration.
Sprinklr Service
SLA Configuration
HubSpot Service Hub
SLA Policy
lossySprinklr SLA metadata attached to Cases (first response time, resolution time, business hours, team-level SLA assignments) is exported as structured data and documented in a mapping table. HubSpot SLA policies are configured in Service Hub Professional and above using HubSpot's SLA policy builder. We deliver the SLA mapping table as a configuration guide; the customer's HubSpot admin applies the SLA policies during the post-migration setup phase.
| Sprinklr Service | HubSpot Service Hub | Compatibility | |
|---|---|---|---|
| Case | Ticket1:1 | Fully supported | |
| Contact | Contact1:1 | Fully supported | |
| Company | Company1:1 | Fully supported | |
| Agent | User1:1 | Fully supported | |
| Team | Team1:1 | Fully supported | |
| Custom Field | Custom Propertylossy | Fully supported | |
| Tag | Tag or Associationlossy | Fully supported | |
| Knowledge Base Article | Knowledge Base Article1:1 | Fully supported | |
| Conversation / Message Thread | EmailMessage1:1 | Fully supported | |
| Custom Entity | Custom Object1:1 | Fully supported | |
| Dashboard Export | Report Package1:1 | Fully supported | |
| SLA Configuration | SLA Policylossy | 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.
Sprinklr Service gotchas
API rate limit of 1000 calls/hour is a hard ceiling
Facebook platform disruptions propagate across the entire CCaaS stack
Account migration between workspaces drops draft messages and breaks mid-approval posts
Knowledge Base sync requires Success Manager coordination
HubSpot Service Hub gotchas
Rate limits throttle large migration API calls
Side conversations and Zendesk macros have no HubSpot equivalent
HubSpot stores ticket history as fragmented engagement objects
Custom Objects require Enterprise tier in HubSpot
Ticket pipeline stage probability values do not export cleanly
Pair-specific challenges
Migration approach
Discovery and scoping audit
We audit the source Sprinklr tenant across all configured modules, identifying every object type in use (Cases, Contacts, Companies, Agents, Teams, Custom Fields, Tags, Knowledge Base Articles, Custom Entities), their approximate record counts, and the Sprinklr API configuration. We review the Sprinklr Developer Portal rate-limit configuration and confirm whether Data Connector S3/SFTP access is available for bulk export. The output is a written migration scope document that specifies the object list, estimated volumes, any custom entity schemas requiring flattening, and a HubSpot edition recommendation if custom objects are present.
HubSpot schema provisioning and field mapping design
We design the destination schema in HubSpot Service Hub. This includes creating custom properties mapped from Sprinklr custom fields, configuring ticket pipelines and stages, provisioning custom objects (if applicable), creating HubSpot Teams mapped from Sprinklr team structures, and designing the Knowledge Base folder hierarchy mapped from Sprinklr KB categories. All schema is provisioned in a HubSpot Sandbox or staging environment first for validation before production migration begins.
Sandbox migration and reconciliation
We run a full migration into a HubSpot staging environment using production-like data volume. The customer's Service Hub admin reconciles record counts across all object types (Tickets in, Contacts in, Companies in, Agents mapped to Users, Knowledge Base articles in), spot-checks 25-50 random records against the Sprinklr source, and reviews tag taxonomy and custom field display in HubSpot. Any mapping corrections are documented and applied before the production migration begins.
Agent and owner reconciliation
We extract every distinct Sprinklr Agent and their associated team memberships and skill tags, and match by email against the HubSpot destination's User table. Any Sprinklr Agent without a matching HubSpot User goes to a reconciliation queue for the customer's HubSpot admin to provision. Migration of Tickets and their owner assignments cannot proceed past this step because HubSpot requires a valid OwnerId reference on Ticket records.
Production migration in dependency order
We run production migration in record-dependency order: Contacts (from Sprinklr Contacts with Company association resolved), Companies (from Sprinklr Companies), Users (with team and skill metadata), Teams, Tickets (with channel source preserved, SLA metadata exported, and owner resolved), Tags (linked to parent records), Knowledge Base Articles (restructured for HubSpot format), Custom Objects (with pre-created schema and all lookup relationships resolved), and Conversation Threads (as email messages linked to parent tickets). Each phase emits a row-count reconciliation report before the next phase begins.
Cutover, SLA policy configuration, and automation rebuild handoff
We freeze Sprinklr writes during cutover, run a final delta migration of any records created or modified during the migration window, then enable HubSpot Service Hub as the system of record. We configure HubSpot SLA policies using the mapping table delivered during discovery. We deliver a written inventory of Sprinklr routing rules, SLA assignments, and automation patterns that require rebuilding in HubSpot's workflow builder. We support a one-week hypercare window where we resolve reconciliation issues raised by the customer's support team. We do not rebuild Sprinklr automations as HubSpot workflows inside the migration scope; that is a separate engagement or an internal admin task.
Platform deep dives
Sprinklr Service
Source
Strengths
Weaknesses
HubSpot Service Hub
Destination
Strengths
Weaknesses
Complexity grading
Standard Helpdesk migration. 3 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Sprinklr Service and HubSpot Service Hub.
Object compatibility
3 of 7 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
7-object category — typical timelines run 2–7 days end-to-end.
API constraints
Sprinklr Service: 1,000 calls/hour per org; 10 calls/second per org.
Data volume sensitivity
Sprinklr Service exposes a bulk API — large-volume migrations stream efficiently.
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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