Helpdesk migration
Field-level mapping, validation, and rollback between Rezolve.ai and Intercom. We move data and schema; workflows are rebuilt natively in Intercom.
Rezolve.ai
Source
Intercom
Destination
Compatibility
9 of 12
objects map 1:1 between Rezolve.ai and Intercom.
Complexity
CModerate
Timeline
2-4 weeks
Overview
Rezolve.ai and Intercom serve different support contexts, which makes this migration a structural remodel rather than a record copy. Rezolve.ai is an internal IT and HR service desk embedded in Microsoft Teams, where every ticket lives as a conversation inside a Teams channel. Intercom is a customer-facing and product-led support platform with a conversation-first interface, a separate Help Center, and Fin AI for automated resolution. The core challenge is extracting ticket and conversation data from Rezolve.ai's limited public API, mapping Teams-native threads to Intercom Conversations, preserving knowledge article content while rebuilding AI resolution triggers in Intercom's Help Center, and routing the user and agent population into Intercom's Contact and teammate model. Rezolve.ai Skills and Workflows do not export in a transferable format; we document the business intent of every automation for manual rebuild in Intercom's Workflow builder. SLA configurations, escalation rules, and custom ticket fields migrate as Intercom configuration items.
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 Rezolve.ai object lands in Intercom, 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
Intercom
Conversation + Ticket
1:1Rezolve.ai Tickets map to Intercom Conversations with a Ticket attribute. The ticket subject becomes the Conversation title, status maps to Open/Closed/Snoozed, priority maps to Intercom Ticket priority values, and the assignee resolves to an Intercom teammate via email match. Conversation threads from Rezolve.ai migrate as message records attached to the Intercom Conversation, preserving author identity and timestamp ordering. AI resolution flags (auto-resolved, escalated) do not have Intercom equivalents and are recorded as Conversation part notes.
Rezolve.ai
Conversations
Intercom
Conversation Parts
1:1Individual message records within a Rezolve.ai Ticket Conversation map to Intercom Conversation Parts. Each part preserves the author (employee or agent), message body, timestamp, and attachment references. Teams-specific formatting (mentions, reactions, channel references) is stripped during extraction and documented in the pre-migration audit. The conversation start time maps to Intercom's created_at timestamp on the Conversation.
Rezolve.ai
Knowledge Articles
Intercom
Help Center Articles
1:1Rezolve.ai Knowledge Articles migrate to Intercom Help Center Articles within Collections. Article titles, body content, categories, and publication status transfer directly. AI resolution metadata (confidence thresholds, linked Skills, auto-resolution rules) does not have Intercom equivalents and is documented as a rebuild requirement for Fin AI. We preserve any attachments as linked files within the article.
Rezolve.ai
User
Intercom
Contact
1:1Rezolve.ai employee User records migrate to Intercom Contacts. Email, display name, department, manager, and location map to the corresponding Intercom Contact fields. Role assignment (end user vs agent) determines whether the record is created as a Contact or a Teammate in Intercom. External ID from Rezolve.ai is stored as a custom attribute for reconciliation tracking.
Rezolve.ai
Agent
Intercom
Teammate
1:1Rezolve.ai Agent records migrate to Intercom Teammates. Agent profile information, team membership, and workload metrics map to Intercom Teammate attributes. SLA assignments and escalation rules are extracted during scoping and documented as Intercom Inbox assignment rules and SLA policies requiring configuration. Agent workload data does not transfer as a native Intercom object and is provided as a configuration reference.
Rezolve.ai
Team
Intercom
Inbox + Team
1:1Rezolve.ai Teams represent routing groups and service desk squads, mapping to Intercom Inboxes. Team membership transfers as Intercom Team membership, and routing rules map to Intercom assignment conditions. We extract the full team structure and member assignments during scoping and configure the corresponding Inbox and Team setup in Intercom's workspace before record migration begins.
Rezolve.ai
Skills
Intercom
Workflows (rebuild)
1:1Rezolve.ai Skills (Knowledge Skills and Task Skills) are AI-powered automation units tied to the platform's LLM infrastructure with no exportable format. We extract the business intent, trigger conditions, linked knowledge articles, and resolution actions of each Skill during scoping and produce a written inventory document mapping each Skill to an Intercom Workflow or Fin AI article set. The customer's admin rebuilds these as Intercom Workflow rules or Fin AI article configurations post-migration.
Rezolve.ai
Workflows
Intercom
Workflows (rebuild)
1:1Rezolve.ai Workflows are automation sequences built on proprietary AI logic that do not export in standard formats. We document every workflow trigger, condition, action sequence, and linked Skill during the pre-migration audit. Each workflow maps to an Intercom Workflow rule with equivalent conditions and actions. Rebuild is performed by the customer's admin or an Intercom partner using Intercom's Workflow builder. This documentation step is included in the migration scope but the rebuild itself is not.
Rezolve.ai
Custom Fields
Intercom
Custom Attributes
lossyRezolve.ai custom fields on Tickets and other objects migrate as Intercom Custom Attributes. We map field data types (text, number, date, dropdown) to Intercom attribute types (text, number, date, string) and preserve values during ticket migration. Any custom fields dependent on Rezolve.ai-specific picklist values or formulas are flagged in the scoping document for manual reconfiguration in Intercom.
Rezolve.ai
Attachments
Intercom
Attachments
1:1File attachments on Rezolve.ai tickets, knowledge articles, and conversation messages migrate as Intercom attachments linked to the corresponding Conversation Parts or Help Center articles. File names, MIME types, and binary content transfer directly. Storage location references are updated to point to Intercom's attachment storage. Large attachments over 10 MB are chunked during extraction and reassembled in Intercom.
Rezolve.ai
Reports
Intercom
Reports (rebuild)
lossyRezolve.ai built-in reporting dashboards (resolution rates, ticket volumes, CSAT scores, SLA compliance) are documented during scoping with their underlying data queries and filter configurations. These reports are not transferable to Intercom's reporting model. We deliver a written report inventory mapping each Rezolve.ai report to the equivalent Intercom Inbox and Conversation analytics, with configuration steps for the customer's admin. Complex SLA compliance reports may require an Intercom analytics partner or custom BI integration.
Rezolve.ai
Settings
Intercom
Workspace Settings
lossyTenant-level settings from Rezolve.ai — branding, notification rules, SLA policies, escalation tiers, and auto-assignment conditions — are extracted and mapped to Intercom workspace configuration equivalents. SLA thresholds map to Intercom Service Level Agreements attached to Inboxes. Escalation rules map to Intercom Workflow conditions with time-based triggers. This configuration transfer is performed collaboratively with the customer's Intercom admin during the setup phase before record migration.
| Rezolve.ai | Intercom | Compatibility | |
|---|---|---|---|
| Ticket | Conversation + Ticket1:1 | Fully supported | |
| Conversations | Conversation Parts1:1 | Mapping required | |
| Knowledge Articles | Help Center Articles1:1 | Mapping required | |
| User | Contact1:1 | Fully supported | |
| Agent | Teammate1:1 | Fully supported | |
| Team | Inbox + Team1:1 | Fully supported | |
| Skills | Workflows (rebuild)1:1 | Mapping required | |
| Workflows | Workflows (rebuild)1:1 | Mapping required | |
| Custom Fields | Custom Attributeslossy | Mapping required | |
| Attachments | Attachments1:1 | Fully supported | |
| Reports | Reports (rebuild)lossy | Mapping required | |
| Settings | Workspace Settingslossy | Mapping required |
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
Intercom gotchas
S3 JSON export omits conversation transcripts
Workspace isolation prevents workflow migration
Fin AI resolution fees compound with automation success
Two-year conversation history limit on historical export
Private app rate limits share workspace quota
Pair-specific challenges
Migration approach
Discovery and export method determination
We audit the Rezolve.ai tenant for ticket volume, conversation history depth, knowledge article count, team structure, user and agent population, custom fields, Skills inventory, and Workflow inventory. We also determine the available export path: admin panel bulk export, Teams export data pull, or direct database access. Rezolve.ai's limited public API means the export method is the critical path item for timeline estimation. The discovery output is a written migration scope, export method decision, and Intercom workspace configuration plan.
Intercom workspace pre-configuration
Before any record migration, we configure the Intercom workspace: Inboxes mapped from Rezolve.ai Teams, Team memberships, SLA policies mapped from Rezolve.ai escalation rules, Custom Attributes matching Rezolve.ai custom fields, Help Center Collections mapped from Rezolve.ai knowledge categories, and Fin AI article set references for knowledge article connectivity. We also configure Ticket attributes to match Rezolve.ai priority and status values. This phase is performed in an Intercom Development or Trial workspace for validation, then promoted to the production workspace before data migration begins.
Knowledge base extraction and migration
We extract Rezolve.ai Knowledge Articles with titles, body content, categories, publication status, and attachment references. AI resolution metadata is extracted as a separate lookup table for the Skill inventory document. Articles are imported into Intercom Help Center via the Articles API, mapped to the pre-created Collections. We validate article counts, linked images, and formatting fidelity before moving to ticket migration. Knowledge base migration precedes ticket migration because Fin AI configuration references the Help Center content.
User and agent population migration
We extract Rezolve.ai Users and Agents, deduplicate by email, and import into Intercom as Contacts (for end users) and Teammates (for agents). Agent-team assignments map to Intercom Team membership during this phase. Any Rezolve.ai users without email addresses are flagged for manual resolution before proceeding. Custom attributes for external IDs and original Rezolve.ai record identifiers are set during import for reconciliation.
Ticket and conversation history migration
We migrate Rezolve.ai Tickets as Intercom Conversations, resolving the assignee to an Intercom Teammate via email match, mapping status and priority to Intercom values, and attaching conversation thread messages as Conversation Parts. Attachments are uploaded to Intercom and linked to the corresponding Conversation Parts. Large ticket migrations (over 10,000 records) use the Intercom REST API with rate-limit handling and exponential backoff. We run row-count reconciliation after this phase and spot-check 30-50 records against the source before proceeding.
Skill and Workflow inventory delivery
We deliver the written Skill and Workflow inventory document mapping each Rezolve.ai automation to an Intercom Workflow rule or Fin AI configuration. The document includes trigger conditions, action sequences, linked knowledge articles, and business intent for each automation. This document is the handoff artifact for the customer's admin or Intercom partner to perform the rebuild. We do not perform the Workflow rebuild as part of standard migration scope.
Cutover, delta migration, and validation
We freeze Rezolve.ai writes during cutover, run a final delta migration of any tickets or conversations created or updated since the initial extraction, then enable Intercom as the system of record. We perform a final row-count reconciliation across all object types and deliver a migration completion report. We support a five-business-day hypercare window to resolve any data quality issues reported by the customer's team. We do not provide ongoing admin support, training, or workflow rebuild as standard scope; these are separate engagements.
Platform deep dives
Rezolve.ai
Source
Strengths
Weaknesses
Intercom
Destination
Strengths
Weaknesses
Complexity grading
Moderate Helpdesk migration. 3 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 Intercom.
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
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.
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