Helpdesk migration

Migrate from Rezolve.ai to HubSpot Service Hub

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 logo

Rezolve.ai

Source

HubSpot Service Hub

Destination

HubSpot Service Hub logo

Compatibility

69%

9 of 13

objects map 1:1 between Rezolve.ai and HubSpot Service Hub.

Complexity

CModerate

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Rezolve.ai logo

Rezolve.ai

What's pushing teams away

  • Limited public API documentation makes deep integrations and automated migrations harder, pushing technical teams toward platforms with richer developer ecosystems.
  • Pricing opacity requires sales conversations to get accurate quotes, which frustrates procurement teams comparing multiple ITSM alternatives quickly.
  • Teams-only primary interface may limit adoption in organizations where employees work primarily in Slack, Zoom, or browser-based portals.
  • AI resolution quality depends on knowledge base maturity, so teams with poorly maintained KBs see lower auto-resolution rates than marketed benchmarks.
  • Smaller market presence compared to ServiceNow or Freshservice means fewer third-party integrations and community resources available.

Choosing

HubSpot Service Hub logo

HubSpot Service Hub

What's pulling them in

  • Unified CRM context means every support ticket links directly to the Contact and Company record without a separate integration
  • Free tier provides unlimited support seat access with basic ticketing and a shared inbox for small teams to validate fit before committing
  • Omnichannel routing consolidates email, live chat, Facebook Messenger, WhatsApp, and Instagram DM into one queue
  • Built-in customer success workspace gives health scores and portfolio views that other standalone helpdesks cannot match
  • AI-powered Breeze agent automates common resolutions and surfaces knowledge base articles without agent intervention

Object mapping

How Rezolve.ai objects map to HubSpot Service Hub

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

maps to

HubSpot Service Hub

Ticket (Case)

1:1
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Ticket Conversation (Timeline)

1:1
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Knowledge Base Article

1:1
Fully supported

Rezolve.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)

maps to

HubSpot Service Hub

Contact

1:1
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Agent (Contact + Inbox assignment)

1:1
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Team (Inbox routing group)

1:1
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Workflow Automation

lossy
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Workflow Automation (rebuild required)

lossy
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

File Attachment (Ticket)

1:1
Fully supported

File 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)

maps to

HubSpot Service Hub

Custom Property (Ticket)

1:1
Fully supported

Custom 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

maps to

HubSpot Service Hub

Report (rebuild required)

lossy
Fully supported

Rezolve.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

maps to

HubSpot Service Hub

Settings (selective)

lossy
Mapping required

Tenant-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

maps to

HubSpot Service Hub

Conversation Log (Ticket Timeline)

1:1
Fully supported

Agent 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.

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.

Rezolve.ai logo

Rezolve.ai gotchas

High

Workflows require manual reconstruction on destination

Medium

AI Skills map to workflows, not to a transferable object

High

Public API only covers configuration, not ticket data

Medium

Knowledge base AI tagging does not migrate directly

Low

Teams is the primary UI and data container

HubSpot Service Hub logo

HubSpot Service Hub gotchas

High

Rate limits throttle large migration API calls

High

Side conversations and Zendesk macros have no HubSpot equivalent

High

HubSpot stores ticket history as fragmented engagement objects

Medium

Custom Objects require Enterprise tier in HubSpot

Medium

Ticket pipeline stage probability values do not export cleanly

Pair-specific challenges

  • No public ticket data API at Rezolve.ai

    Rezolve.ai's Config API exposes platform administration functions but does not provide a public data export API for tickets, knowledge articles, or conversation history. We use a combination of admin-based exports, direct database queries where accessible, and UI-based extraction for complete data retrieval. This requires read-only admin credentials, coordination with the Rezolve.ai team for large exports, and explicit confirmation that the export method is approved under the customer's license agreement. HubSpot's full REST and Bulk API handles the destination import with standard rate-limit handling.

  • AI Skills and workflow logic require manual rebuild

    Rezolve.ai's Knowledge Skills and Task Skills are AI-resolution units tied to the platform's proprietary LLM infrastructure, and workflows use AI-driven logic that has no standard export format. We cannot perform a direct workflow import. We document every Skill and Workflow trigger, condition, and action during scoping, map each to a recommended HubSpot workflow equivalent, and deliver a written automation inventory. The customer's admin rebuilds these in HubSpot's visual workflow builder post-migration. This adds timeline and may require business analyst involvement to validate that rebuilt automations reproduce the original behavior.

  • Knowledge base AI metadata does not transfer

    Rezolve.ai knowledge articles include AI-resolution metadata such as confidence thresholds, linked Skills, auto-resolution rules, and article effectiveness scores. These are Rezolve.ai-specific and have no equivalents in HubSpot Service Hub's knowledge base schema. We export the raw article content, categories, and publish status. The AI-resolution triggers and skill associations must be rebuilt on HubSpot using HubSpot's workflow automation or Breeze AI article-assist features. Knowledge base migration must precede ticket migration so that article-to-ticket associations can be re-established during the HubSpot configuration phase.

  • Teams conversation thread normalization

    Rezolve.ai runs inside Microsoft Teams, and conversation data, timestamps, and message formatting are Teams-native. Conversation threads extracted from Rezolve.ai exports may include Teams-specific formatting, message IDs, and threading metadata that do not map cleanly to HubSpot's flat ticket timeline. We normalize message timestamps to UTC, strip Teams-specific formatting, map sender identities to HubSpot Contact or agent records by email match, and load conversation entries as timeline items. Some metadata (reaction counts, Teams channel references, inline emoji) may not transfer and is flagged in the pre-migration audit.

  • HubSpot Service Hub edition gates key features

    HubSpot Service Hub's workflow automation builder, custom reporting, and Breeze AI features are tier-gated. Professional ($90/seat) unlocks workflows and reporting dashboards; Enterprise ($165/seat) unlocks advanced AI agent features, custom reporting types, and hierarchical team structures. Rezolve.ai's automation and AI features are available at the customer's current tier, so migration to HubSpot Starter ($15/seat) will result in feature loss. We confirm the target HubSpot Service Hub tier during scoping and flag any features in the source environment that require a tier upgrade to maintain parity.

Migration approach

Six steps for a successful Rezolve.ai to HubSpot Service Hub data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Rezolve.ai logo

Rezolve.ai

Source

Strengths

  • Deep Microsoft Teams integration keeps employees in their primary work tool without switching contexts.
  • Agentic AI approach with Knowledge and Task Skills handles actual task execution, not just FAQ responses.
  • High auto-resolution rates reduce Tier 1 ticket volume and lower support costs.
  • G2-validated ease of setup and customer support reputation reduces implementation friction.
  • Pre-built knowledge on leading SaaS products accelerates time-to-value for common IT scenarios.

Weaknesses

  • Limited public API documentation creates challenges for programmatic access and automated migrations.
  • Teams-first design may not suit organizations using Slack or other primary communication platforms.
  • Smaller market footprint means fewer third-party integrations and community resources than established ITSM platforms.
  • AI resolution effectiveness depends heavily on internal knowledge base quality and maintenance.
  • Pricing requires direct sales engagement, making competitive evaluation and budget planning harder.
HubSpot Service Hub logo

HubSpot Service Hub

Destination

Strengths

  • Unified CRM object model means support context is always linked to sales and marketing data
  • Generous free tier with unlimited tickets and a shared inbox for small teams
  • Omnichannel inbox consolidates email, live chat, and major messaging platforms natively
  • Customer Success Workspace provides portfolio-level health scores without a separate tool
  • AI agent (Breeze) handles Tier-1 resolutions and knowledge base deflection automatically

Weaknesses

  • Per-seat pricing with mandatory onboarding fees inflates year-one cost significantly
  • Ticket history stored as fragmented engagement objects across APIs complicates export and migration
  • Custom Objects locked behind Enterprise tier limits portability for mid-market teams
  • Help desk depth—routing rules, SLA management, advanced reporting—trails dedicated tools like Zendesk
  • Setup and configuration requires real time investment; out-of-box defaults rarely fit existing workflows

Complexity grading

How hard is this migration?

Moderate Helpdesk migration. 5 of 7 objects need a mapping; the rest are 1:1.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Rezolve.ai and HubSpot Service Hub.

  • Object compatibility

    C

    5 of 7 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

    7-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Rezolve.ai: Not publicly documented.

  • Data volume sensitivity

    B

    Rezolve.ai doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Rezolve.ai to HubSpot Service Hub 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 Rezolve.ai to HubSpot Service Hub data migrations

Answers to the questions buyers ask most during Rezolve.ai to HubSpot Service Hub migration scoping. Not seeing yours? Book a call.

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Most migrations land between three and five weeks for accounts under 15,000 tickets, 500 knowledge articles, and straightforward team structures. Migrations with high ticket volumes (over 50,000), large knowledge bases with AI-resolution metadata, multi-tier agent team routing, or custom field dependencies move to eight to twelve weeks because of Rezolve.ai export coordination, conversation thread normalization, knowledge base sequencing, and the time required to produce the automation rebuild inventory for the customer's admin team.

Adjacent paths

Related migrations to explore

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