Helpdesk migration
Field-level mapping, validation, and rollback between Rezolve.ai and HubSpot Service Hub. We move data and schema; workflows are rebuilt natively in HubSpot Service Hub.
Rezolve.ai
Source
HubSpot Service Hub
Destination
Compatibility
9 of 13
objects map 1:1 between Rezolve.ai and HubSpot Service Hub.
Complexity
CModerate
Timeline
3-5 weeks
Overview
Moving from Rezolve.ai to HubSpot Service Hub is a structural migration that exits the Microsoft Teams-first service desk model and enters the HubSpot CRM ecosystem. Rezolve.ai runs a dedicated IT and HR help desk with AI agents that auto-resolve up to 65% of Tier 1 tickets using proprietary Knowledge Skills and Task Skills; HubSpot Service Hub provides a multi-channel customer service hub integrated with the broader HubSpot CRM. We preserve ticket history, conversation threads, knowledge article content, user records, and agent team structures, but Rezolve.ai's AI Skills and proprietary workflow logic require manual reconstruction on the destination platform using HubSpot's workflow builder and Breeze AI features. The migration requires admin exports from Rezolve.ai because the Config API does not expose ticket data, and conversation threads extracted from Microsoft Teams require timestamp normalization before loading into HubSpot's ticket timeline.
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
Rezolve.ai platform overview
Scorecard, SWOT, gotchas, and pricing for Rezolve.ai.
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 Rezolve.ai 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.
Rezolve.ai
Ticket
HubSpot Service Hub
Ticket (Case)
1:1Rezolve.ai Tickets map to HubSpot Service Hub Tickets, which are functionally equivalent to Salesforce Cases under the CRM hood. We migrate ticket ID, subject, description, status (Open/In Progress/Resolved/Closed), priority (Low/Medium/High/Urgent), and assignee. The Rezolve.ai requester maps to the HubSpot Contact or email recipient. AI resolution flags and auto-resolution metadata are Rezolve.ai-specific and do not transfer; we document these for reconstruction using HubSpot workflow triggers or Breeze AI agent features.
Rezolve.ai
Conversation Thread
HubSpot Service Hub
Ticket Conversation (Timeline)
1:1Rezolve.ai conversation threads attached to Tickets map to HubSpot Ticket timeline entries. Each message preserves timestamp, author (agent or employee), direction (inbound/outbound), and body text. Attachments migrate as linked files to the ticket record. Thread metadata such as AI-handled flags and message reaction counts are Rezolve.ai-specific and do not have HubSpot equivalents. We normalize conversation timestamps from UTC to the customer's configured HubSpot timezone.
Rezolve.ai
Knowledge Article
HubSpot Service Hub
Knowledge Base Article
1:1Rezolve.ai Knowledge Articles map to HubSpot Knowledge Base articles with field-level mapping: article title, body content, category, publish status, and author. AI-resolution metadata (confidence thresholds, linked Skills, auto-resolution rules) are Rezolve.ai-specific and require manual rebuild on HubSpot. We export the raw article content and category hierarchy; the customer's admin rebuilds AI triggers using HubSpot's workflow automation or Breeze AI article-assist features. Knowledge base must be migrated before tickets so that auto-resolution knowledge links can be re-established post-migration.
Rezolve.ai
User (Employee)
HubSpot Service Hub
Contact
1:1Rezolve.ai User records (employees who submit requests) map to HubSpot Contacts. We migrate email address (primary key), first name, last name, department, and manager. Rezolve.ai role assignments (end user vs agent) are preserved in custom Contact properties and inform the Agent mapping below. Users without an email address are flagged for the customer's admin to assign a contact record before migration.
Rezolve.ai
Agent
HubSpot Service Hub
Agent (Contact + Inbox assignment)
1:1Rezolve.ai Agent profiles map to HubSpot Contacts with agent-role properties plus HubSpot Inbox assignment records. We migrate agent email, name, profile status (active/inactive), and team membership. Agent workload data and availability status are point-in-time snapshots and do not transfer as live metrics; these reset on the HubSpot platform at cutover. SLA assignment and escalation rule configuration requires reconstruction in HubSpot Service Hub settings.
Rezolve.ai
Team
HubSpot Service Hub
Team (Inbox routing group)
1:1Rezolve.ai Teams represent routing groups and service desk squads. We migrate team name, description, and member list. Team-level routing rules map to HubSpot Inbox routing assignments and ticket assignment rules. If Rezolve.ai teams have Skills-based routing (routing to a team based on the Skill category), we document this as a routing requirement for the HubSpot admin to configure using HubSpot's workflow-based assignment logic.
Rezolve.ai
Skill
HubSpot Service Hub
Workflow Automation
lossyRezolve.ai Knowledge Skills and Task Skills are AI-resolution units tied to the platform's LLM infrastructure. They have no direct export or HubSpot equivalent. We capture the Skill name, category, linked knowledge articles, and business intent during scoping, then map each Skill to a recommended HubSpot workflow trigger sequence. The customer's admin rebuilds the automation logic in HubSpot's visual workflow builder. This is documented in the pre-migration audit and is not a code migration.
Rezolve.ai
Workflow
HubSpot Service Hub
Workflow Automation (rebuild required)
lossyRezolve.ai Workflows define automation sequences for ticket routing, approvals, and escalations using proprietary AI logic. We export workflow definitions (triggers, conditions, actions) as written documentation. Because the automation logic is Rezolve.ai-specific and has no export format, we cannot perform a direct workflow import. We deliver a written inventory of every active workflow with its trigger conditions, escalation paths, and recommended HubSpot workflow equivalents for the customer's admin to rebuild post-migration.
Rezolve.ai
Attachment
HubSpot Service Hub
File Attachment (Ticket)
1:1File attachments on tickets, knowledge articles, and conversation threads migrate as binary blobs to HubSpot. We preserve original file names and attach them to the corresponding destination records (Ticket, Knowledge Base Article). Storage location references from Rezolve.ai do not transfer; files are re-hosted in HubSpot's file management. Maximum file size limits on HubSpot (256 MB per file on Enterprise) are enforced during migration; files exceeding this limit are flagged for manual re-upload.
Rezolve.ai
Custom Field (Ticket)
HubSpot Service Hub
Custom Property (Ticket)
1:1Custom fields on Rezolve.ai Tickets migrate to HubSpot Ticket custom properties with type mapping: text fields to single-line text, picklists to dropdown, multi-select to multi-select checkbox, date fields to date picker, and numeric fields to number. We flag any custom fields that reference Rezolve.ai-specific picklist values or formulas requiring manual reconfiguration. Custom property dependencies on Skill or Workflow objects are documented separately in the automation inventory.
Rezolve.ai
Report
HubSpot Service Hub
Report (rebuild required)
lossyRezolve.ai built-in reports cover resolution rates, ticket volumes, and CSAT. We export report definitions and configuration where extractable, but Rezolve.ai report formats do not have direct HubSpot equivalents. We recommend rebuilding key reports on HubSpot using Service Hub's native reporting dashboard (available from Professional tier). CSAT survey responses migrate as ticket property data attached to the relevant ticket records.
Rezolve.ai
Settings
HubSpot Service Hub
Settings (selective)
lossyTenant-level settings including branding, notification rules, SLA configurations, and escalation policies migrate selectively. We document existing Rezolve.ai settings as a written configuration audit. SLA timers, escalation thresholds, and notification routing rules require manual recreation in HubSpot Service Hub settings. Notification templates and email signatures migrate as content for the customer's admin to re-enter in HubSpot's inbox settings.
Rezolve.ai
Engagement Activity
HubSpot Service Hub
Conversation Log (Ticket Timeline)
1:1Agent engagement activities such as status changes, assignment actions, and resolution events in Rezolve.ai map to conversation log entries on the HubSpot Ticket timeline. We preserve the activity type, timestamp, agent identity, and notes field. Rezolve.ai AI-resolution events (auto-handled flags) do not transfer as native HubSpot fields; we flag these for reconstruction using HubSpot workflow logs if the customer requires the same audit trail.
| Rezolve.ai | HubSpot Service Hub | Compatibility | |
|---|---|---|---|
| Ticket | Ticket (Case)1:1 | Fully supported | |
| Conversation Thread | Ticket Conversation (Timeline)1:1 | Fully supported | |
| Knowledge Article | Knowledge Base Article1:1 | Fully supported | |
| User (Employee) | Contact1:1 | Fully supported | |
| Agent | Agent (Contact + Inbox assignment)1:1 | Fully supported | |
| Team | Team (Inbox routing group)1:1 | Fully supported | |
| Skill | Workflow Automationlossy | Fully supported | |
| Workflow | Workflow Automation (rebuild required)lossy | Fully supported | |
| Attachment | File Attachment (Ticket)1:1 | Fully supported | |
| Custom Field (Ticket) | Custom Property (Ticket)1:1 | Fully supported | |
| Report | Report (rebuild required)lossy | Fully supported | |
| Settings | Settings (selective)lossy | Mapping required | |
| Engagement Activity | Conversation Log (Ticket Timeline)1:1 | 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.
Rezolve.ai gotchas
Workflows require manual reconstruction on destination
AI Skills map to workflows, not to a transferable object
Public API only covers configuration, not ticket data
Knowledge base AI tagging does not migrate directly
Teams is the primary UI and data container
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 Rezolve.ai export coordination
We audit the Rezolve.ai tenant for ticket volume, knowledge article count, active agent count, team structure, custom fields, workflow definitions, and skill inventory. Because Rezolve.ai lacks a public ticket data API, we coordinate with the customer's admin to generate admin-level exports (CSV or JSON) for tickets, users, agents, and knowledge articles. We also document Settings, SLA configurations, and escalation rules. The discovery output is a written migration scope, export checklist, and target HubSpot Service Hub tier recommendation based on feature parity requirements.
HubSpot schema design and knowledge base setup
We design the destination HubSpot Service Hub schema including ticket pipelines (status values mapped from Rezolve.ai ticket states), custom properties (mapped from Rezolve.ai custom fields with type conversion), Inbox routing groups (mapped from Rezolve.ai Teams), and knowledge base categories (mapped from Rezolve.ai article categories). Knowledge base articles are uploaded first so that any article-linking logic rebuilt as HubSpot workflows has a target to reference. We configure HubSpot ticket pipelines before ticket migration to ensure status values are valid on import.
User and agent migration with identity resolution
We migrate Rezolve.ai Users to HubSpot Contacts and Rezolve.ai Agents to HubSpot Contacts with agent-role properties. Identity resolution uses email address as the primary key. Rezolve.ai team memberships are mapped to HubSpot Inbox team assignments. Any Rezolve.ai User without an email address is flagged for the customer's admin to assign a HubSpot Contact record before migration. Agent workload snapshots and availability status do not transfer as live metrics and are noted as a post-migration reset.
Ticket and conversation thread migration
We migrate Rezolve.ai Tickets to HubSpot Tickets in dependency order: tickets first, then conversation threads attached to each ticket. Conversation messages are loaded as HubSpot timeline entries with timestamp, author, direction, and body text. Attachments are uploaded and linked to the corresponding ticket or knowledge article. We use HubSpot's Tickets API with batch chunking and rate-limit handling. AI resolution flags and auto-resolution metadata are preserved in custom ticket properties for documentation only; they require workflow reconstruction on HubSpot.
Workflow and skill documentation for rebuild handoff
We deliver a written inventory of every Rezolve.ai Workflow and Skill with its trigger conditions, escalation paths, linked knowledge articles, and recommended HubSpot workflow equivalents. This document is the handoff artifact for the customer's admin team or a HubSpot implementation partner to rebuild automations in HubSpot's visual workflow builder. We do not migrate workflows as code because Rezolve.ai's proprietary AI logic has no exportable format. The rebuild work happens post-migration as a separate configuration task.
Cutover, delta sync, and validation
We freeze Rezolve.ai writes during the cutover window, run a final delta migration of any tickets or articles modified during the migration period, then switch HubSpot Service Hub to active. We validate ticket counts, conversation thread integrity, knowledge base article visibility, and user/agent record linkage. We deliver the automation rebuild inventory to the customer's admin team with a recommended rebuild sequence. We support a one-week hypercare window for reconciliation issues. We do not provide post-migration admin support or workflow rebuild as standard scope; these are separate engagements.
Platform deep dives
Rezolve.ai
Source
Strengths
Weaknesses
HubSpot Service Hub
Destination
Strengths
Weaknesses
Complexity grading
Moderate Helpdesk migration. 5 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Rezolve.ai and HubSpot Service Hub.
Object compatibility
5 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
Rezolve.ai: Not publicly documented.
Data volume sensitivity
Rezolve.ai 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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