Helpdesk migration

Migrate from Rezolve.ai to Gorgias

Field-level mapping, validation, and rollback between Rezolve.ai and Gorgias. We move data and schema; workflows are rebuilt natively in Gorgias.

Rezolve.ai logo

Rezolve.ai

Source

Gorgias

Destination

Gorgias logo

Compatibility

83%

10 of 12

objects map 1:1 between Rezolve.ai and Gorgias.

Complexity

CModerate

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Rezolve.ai and Gorgias serve fundamentally different helpdesk audiences, which shapes every migration decision. Rezolve.ai is an internal IT and HR service desk that runs inside Microsoft Teams, resolving employee requests through AI Skills and proprietary automation logic. Gorgias is a customer-facing e-commerce support platform built around Shopify with deep order-management context for support agents. We migrate Tickets, Knowledge Articles, Agents, Teams, and conversation history from Rezolve.ai into Gorgias, but the e-commerce context gap means that internal IT request types, Teams routing rules, and Rezolve.ai's AI Skill architecture have no direct equivalents on the destination side and require manual reconstruction. Workflows, AI Skills, and Teams-native metadata do not transfer; we document their business intent in a pre-migration audit and deliver a rebuild guide for Gorgias macros and automation rules. Custom fields migrate as typed Gorgias custom fields, and we resolve attachment storage references during the knowledge article import phase.

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

Gorgias logo

Gorgias

What's pulling them in

  • Shopify-native integrations pull order details, shipment status, and return data directly into the ticket view, eliminating the need for agents to switch between apps.
  • Unlimited user seats mean growing support teams do not trigger billing changes; pricing scales only on billable ticket volume.
  • AI Agent automates responses to high-volume queries like order status and returns, measurably reducing the number of billable tickets each month.
  • Omnichannel inbox consolidates email, live chat, Facebook, Instagram, WhatsApp, SMS, and voice into a single threaded view.
  • SOC 2 Type II certification and GDPR-aligned data handling satisfy enterprise procurement requirements for customer support platforms.

Object mapping

How Rezolve.ai objects map to Gorgias

Each row shows how a Rezolve.ai object lands in Gorgias, 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

Gorgias

Ticket

1:1
Fully supported

Rezolve.ai Tickets map to Gorgias Tickets with status, priority, assignee, requester, and category preserved. We map Rezolve.ai request categories to Gorgias ticket categories, and internal IT-specific request types (hardware provisioning, access requests, password resets) that have no Gorgias equivalent are flagged as requiring category reclassification on the destination. AI auto-resolution flags and skill-link metadata do not transfer; we document the resolution path for each ticket as plain-text notes on the destination record.

Rezolve.ai

Conversation

maps to

Gorgias

Ticket thread

1:1
Fully supported

Rezolve.ai conversation threads attach to Tickets and capture the full chat history between employees and agents inside Microsoft Teams. We extract message timestamps, authors, and message body content, then write them as sequential replies in the Gorgias ticket timeline. Thread metadata including Teams reaction counts, message edit timestamps, and AI-handled versus human-handled flags do not transfer because Gorgias does not store these attributes on individual messages.

Rezolve.ai

Knowledge Article

maps to

Gorgias

Help Center Article

1:1
Fully supported

Rezolve.ai Knowledge Articles power AI Skills and auto-resolution. We export articles with title, body content, categories, and linked skill associations. On the Gorgias side, Help Center articles are the source of truth for AI Agent knowledge. We map article categories to Gorgias Help Center categories and import content in HTML format. AI-resolution metadata including confidence thresholds, linked Skill IDs, and auto-resolution triggers are documented as plain-text guidance notes for training Gorgias AI Agent on the same topics.

Rezolve.ai

User

maps to

Gorgias

Customer

1:1
Fully supported

Rezolve.ai Users (employees submitting IT/HR requests) map to Gorgias Customers. We preserve email, name, department, and manager associations as custom fields. Note that Gorgias Customers are external-facing support accounts tied to e-commerce order history; Rezolve.ai Users are internal directory entries. We migrate all User records as Customer records and flag that the customer should validate whether all internal employee records are appropriate for a customer support context.

Rezolve.ai

Agent

maps to

Gorgias

Agent

1:1
Fully supported

Rezolve.ai Agents (IT and HR support staff) map directly to Gorgias Agents with profile name, email, team assignment, and role preserved. Agent workload data, SLA assignment metadata, and escalation rule references from Rezolve.ai migrate as custom fields on the Gorgias Agent record. Active/inactive status transfers directly.

Rezolve.ai

Team

maps to

Gorgias

Team

1:1
Fully supported

Rezolve.ai Teams represent service desk squads and routing groups for IT/HR functions. We migrate team name, description, and member list directly to Gorgias Teams. Routing rules tied to Teams in Rezolve.ai (for example, hardware requests route to the IT Ops team) are documented as routing rule recommendations and mapped to Gorgias's rule-based routing configuration by the customer's admin post-migration.

Rezolve.ai

Skill

maps to

Gorgias

Macro or AI Agent Guidance

lossy
Fully supported

Rezolve.ai Knowledge Skills and Task Skills are AI resolution units tied to the platform's LLM infrastructure with no exportable format. We extract the business intent documented for each Skill (what request types it handles, what resolution path it follows) and create a written Skill inventory that maps to Gorgias macro actions and AI Agent Guidance rules. The customer's admin rebuilds the automation logic in Gorgias using macros for step-by-step resolution flows and Guidance for natural-language behavior rules.

Rezolve.ai

Workflow

maps to

Gorgias

Rule or Macro

lossy
Fully supported

Rezolve.ai workflows define ticket routing, approval chains, and escalation sequences using proprietary AI logic. These do not export in standard formats and cannot be imported into Gorgias. We export every workflow trigger, condition, and action as a written automation inventory with step-by-step descriptions and recommended Gorgias equivalents (routing rules, SLA policies, macro actions). The customer's admin or a Gorgias implementation partner rebuilds the automation logic post-migration.

Rezolve.ai

Custom Field

maps to

Gorgias

Custom Field

1:1
Fully supported

Rezolve.ai custom fields on Tickets, Users, and Knowledge Articles migrate to Gorgias custom fields using the Gorgias REST API custom-fields endpoint. We map Rezolve.ai field types (string, boolean, date, number, picklist) to the corresponding Gorgias custom field data types. Rezolve.ai-specific picklist values and formula references are exported as text and flagged for manual reconfiguration on the destination since Gorgias custom fields do not support cross-field formula dependencies.

Rezolve.ai

Attachment

maps to

Gorgias

Attachment

1:1
Fully supported

File attachments on Rezolve.ai tickets and knowledge articles migrate as binary blobs and attach to the corresponding Gorgias ticket or Help Center article. We preserve file names and mime types. Storage location references from Rezolve.ai's Teams-linked blob storage are replaced with Gorgias's own attachment references during import. Large attachment batches (over 1 GB total) may require chunking and extended migration windows.

Rezolve.ai

Settings

maps to

Gorgias

Settings

1:1
Mapping required

Tenant-level settings including SLA configurations, notification rules, escalation policies, and branding preferences are documented from Rezolve.ai and mapped to Gorgias equivalent settings (SLA policies, notification templates, agent availability rules). Rezolve.ai's Microsoft Teams notification routing preferences have no direct Gorgias equivalent since Gorgias routes notifications through its own multi-channel inbox rather than Teams. We document these as notification reconfiguration items for the admin team.

Rezolve.ai

Report

maps to

Gorgias

Report

1:1
Fully supported

Rezolve.ai built-in reports covering resolution rates, ticket volumes, and CSAT migrate as report metadata references and description text, but the underlying data query definitions do not transfer. Gorgias provides revenue analytics, agent performance, and ticket volume reports on Pro and above tiers. We map the business metrics from each Rezolve.ai report to available Gorgias report equivalents and flag any gaps as items for the admin to build using Gorgias's report builder or export to a BI tool.

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

Gorgias logo

Gorgias gotchas

High

AI Agent adds outcome-based fees on top of billable ticket costs

High

Overage billing for tickets scales nonlinearly

Medium

API rate limits restrict bulk export throughput

Medium

Agent data visibility cannot be restricted by role for GDPR use cases

Low

Knowledge Base translations require separate API calls per locale

Pair-specific challenges

  • Internal IT tickets have no natural home in an e-commerce support platform

    Rezolve.ai handles internal IT and HR employee requests; Gorgias is purpose-built for external customer-facing e-commerce support with Shopify order context, post-purchase refund workflows, and customer lifetime value data. When migrating IT ticket data into Gorgias, the requester records are internal employees with no order history, and the ticket categories (hardware provisioning, access requests, password resets) have no natural equivalent in Gorgias's product and order management context. We migrate the data and flag every record that requires manual category reclassification. Teams with hybrid needs should validate whether a customer support platform is appropriate for internal IT use cases before committing to migration.

  • AI Skills and Task Skills are not transferable objects

    Rezolve.ai's Knowledge Skills and Task Skills are AI resolution units that depend on the platform's proprietary LLM, RAG algorithm, and skill-linkage infrastructure. These have no export format and no Gorgias equivalent. We extract the business intent documented for each skill and create a written Skill inventory that maps to Gorgias macro actions (for step-by-step resolution) and AI Agent Guidance rules (for natural-language behavior). The customer's admin rebuilds the automation logic in Gorgias. Skipping this step means losing the AI auto-resolution behavior that was the primary value proposition of the source platform.

  • Rezolve.ai public API covers configuration, not ticket or article data

    The Rezolve AI 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 exports from the Rezolve.ai dashboard, direct extraction from Teams conversation exports where accessible, and UI-based data retrieval for complete data sets. This requires read-only admin credentials and coordination with the Rezolve.ai team for large-volume exports. Migration timeline estimates assume timely access to admin export tools; delays in credential provisioning directly extend the project schedule.

  • Teams-native conversation metadata does not transfer

    Rezolve.ai runs inside Microsoft Teams as both the interface and notification hub. Conversation threads, notification timestamps, @mention reactions, and Teams-channel formatting are Teams-native. When extracting conversation data, we preserve message content, author, and timestamp, but reaction counts, message edit history, threaded reply structure, and Teams-channel routing metadata do not transfer because Gorgias does not store these attributes. Some conversational context loss is unavoidable for Teams-dependent ticket threads.

  • Knowledge base AI tagging and confidence thresholds do not migrate

    Rezolve.ai knowledge articles include AI-resolution metadata such as confidence thresholds, linked Skill associations, auto-resolution rule flags, and article quality scores. These are Rezolve.ai-specific and have no equivalents in Gorgias. We export the raw article content and linked category structure, then import to Gorgias Help Center. The customer trains Gorgias AI Agent on the imported articles using Guidance rules to reproduce the resolution behavior. AI resolution quality on the destination will depend on article quality and Guidance configuration, not on the original Rezolve.ai metadata.

Migration approach

Six steps for a successful Rezolve.ai to Gorgias data migration

  1. Discovery and data inventory

    We audit the source Rezolve.ai portal across ticket volume, knowledge article count, agent and team count, active workflow list, and conversation history size. We assess which Rezolve.ai features are IT/HR-specific (and therefore require context reclassification on Gorgias) versus generic helpdesk objects (tickets, agents, attachments) that map directly. We pull a full export of all User records, Agent profiles, Teams, Ticket records with status and priority, Knowledge Articles with category structure, and Conversation threads. We document every active Workflow and Skill as a written inventory item for the rebuild guide.

  2. Skill and workflow audit

    We produce the Skill inventory documenting the business intent of each Knowledge Skill and Task Skill: what request types it handles, what resolution path it follows, what escalation triggers it includes. We produce the Workflow audit covering every active workflow trigger, condition, action sequence, and routing rule. These two documents are the handoff artifacts for the automation rebuild in Gorgias. We do not rebuild them as code on the destination; the customer's admin or a Gorgias implementation partner uses these documents to configure macros, routing rules, and AI Agent Guidance post-migration.

  3. Gorgias configuration and schema preparation

    We configure the Gorgias workspace before data import: create custom fields matching Rezolve.ai's custom field schema, set up Help Center categories matching the Rezolve.ai knowledge base structure, configure agent roles and team assignments, and establish SLA policies mapped from Rezolve.ai's SLA configurations. We configure routing rules based on the Workflow audit recommendations. If the customer has an existing Gorgias workspace with historical data, we run a duplicate-detection pass using email address and ticket subject matching to prevent record duplication during import.

  4. Knowledge base import and article training preparation

    We import Knowledge Articles into Gorgias Help Center in HTML format, preserving body content, categories, and internal linking structure. We attach the Skill inventory to each article as an internal note so that the admin knows which AI resolution behavior each article originally supported. AI Agent training on the Help Center content happens after migration as a separate configuration step guided by the Skill inventory.

  5. User, Agent, and Team migration

    We migrate User records as Gorgias Customers (preserving email, name, department, and manager as custom fields), Agent records as Gorgias Agents (preserving profile, team assignment, and role), and Teams as Gorgias Teams with member assignments. Owner resolution uses email matching. Any Rezolve.ai User that does not have a corresponding email in the destination is held in a reconciliation queue for the admin to review before proceeding to ticket migration.

  6. Ticket and conversation migration

    We migrate Rezolve.ai Tickets to Gorgias Tickets in dependency order: tickets are created with status, priority, category, and assignee, then conversation threads are appended as sequential ticket replies preserving timestamp and author. Attachments are migrated as binary blobs and linked to the corresponding ticket or Help Center article. AI resolution flags and skill-link metadata are written as internal notes on each ticket for the admin to review. Large ticket batches (over 50,000 records) are chunked and processed with batch reconciliation between chunks.

  7. Cutover, validation, and automation rebuild handoff

    We freeze Writes on Rezolve.ai during cutover, run a delta migration of any tickets modified during the migration window, then enable Gorgias as the system of record. We validate a random sample of migrated tickets against the source (record count, field mapping accuracy, conversation thread completeness). We deliver the Skill inventory, Workflow audit, and routing rule recommendations as a written automation rebuild guide. We do not configure Gorgias macros, routing rules, or AI Agent Guidance as part of the migration scope; that work is handled by the customer's admin or a Gorgias implementation partner using the rebuild guide.

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.
Gorgias logo

Gorgias

Destination

Strengths

  • Shopify and BigCommerce integrations surface order, return, and shipment data natively inside every ticket.
  • Unlimited agent seats remove per-user licensing friction as support teams grow.
  • AI Agent reduces billable ticket volume through automated resolution of high-frequency queries.
  • SOC 2 Type II certified with GDPR-aligned data handling for enterprise procurement readiness.
  • Omnichannel inbox aggregates email, live chat, Facebook, Instagram, WhatsApp, SMS, and voice into a single threaded view.

Weaknesses

  • Ticket-volume pricing with overage fees creates unpredictable monthly costs during seasonal traffic spikes.
  • Custom reporting is shallow; raw event-level data export for BI tooling is not natively supported.
  • Knowledge Base, Macros, and Rules lack simple export tooling, making competitive migrations complex.
  • GDPR compliance limitations mean customer data cannot be hidden from agents by role, blocking use by teams with freelance staff.
  • Performance and glitch reports emerge in G2 reviews at higher ticket volumes.

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 Gorgias.

  • 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 Gorgias 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 Gorgias data migrations

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

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Most migrations land between four and six weeks for accounts under 10,000 tickets and 500 knowledge articles with no complex custom field dependencies. Migrations with large conversation histories, multi-category knowledge bases (over 1,000 articles), extensive custom field schemas, or existing Gorgias data requiring duplicate detection extend to eight to twelve weeks. Timeline assumes timely access to Rezolve.ai admin export tools; credential provisioning delays directly push out the schedule.

Adjacent paths

Related migrations to explore

Ready when you are

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