Helpdesk migration
Field-level mapping, validation, and rollback between Request Tracker and Zoho Desk. We move data and schema; workflows are rebuilt natively in Zoho Desk.
Request Tracker
Source
Zoho Desk
Destination
Compatibility
10 of 13
objects map 1:1 between Request Tracker and Zoho Desk.
Complexity
CModerate
Timeline
3-5 weeks
Overview
Moving from Request Tracker to Zoho Desk is a multi-step extraction and transformation because RT has no bulk REST API and stores attachments as base64-encoded database blobs rather than linked files. We extract ticket data from RT's tab-delimited spreadsheet export, pre-process it into RFC 4180 CSV to handle delimiter collisions in content fields, then map it through Zoho Desk's module hierarchy: Agents first, then Accounts, Contacts, Products, Tickets, Threads, Comments, and Attachments. RT's Privileged users (staff) map to Zoho Desk Agents; RT's Unprivileged users (requestors) map to Zoho Desk Contacts. RT Queues map to Zoho Desk Departments with a configurable routing field to preserve queue-level assignment logic. We do not migrate RT Scrips (Perl code artifacts tied to the RT instance) or RT automation templates as executable logic; we deliver a written inventory of every active Scrip and Template for the customer's admin to rebuild in Zoho Desk's Blueprint 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.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Request Tracker object lands in Zoho Desk, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Request Tracker
Tickets
Zoho Desk
Tickets
1:1RT Tickets map to Zoho Desk Tickets as the primary migration object. We extract ticket data from RT's tab-delimited spreadsheet export, pre-process it to handle delimiter collisions (RT does not quote fields consistently when content contains commas or newlines), then map Subject, Status, Priority, Requestor, Owner, Queue, Created, and LastUpdated fields to Zoho Desk equivalents. RT's custom lifecycle statuses map to Zoho Desk status values (Open, Pending, On Hold, Resolved, Closed) with a custom field rt_original_status__c preserving the source value for audit. Parent queue assignment resolves to the corresponding Zoho Desk Department.
Request Tracker
Users (Privileged)
Zoho Desk
Agents
1:1RT Privileged users (staff with login access) map to Zoho Desk Agents. We export name, email, phone, organization, and disabled status from the RT Users table filtered by UserBoolean1 = 1 (Privileged flag), then map them to Zoho Desk Agent records. Role assignment in Zoho Desk (Agent, Supervisor, Admin) is configured based on RT group membership. Any RT Privileged user without a matching Zoho Desk Agent is placed in a reconciliation queue for the customer's admin to provision before ticket import begins.
Request Tracker
Users (Unprivileged)
Zoho Desk
Contacts
1:1RT Unprivileged users (requestors without login access) map to Zoho Desk Contacts. We export from the RT Users table where UserBoolean1 = 0, preserving name, email, phone, and organization. RT does not distinguish between customer contacts and external requestors at the user level, so we map all Unprivileged users to Zoho Desk Contacts. Email becomes the dedupe key during import. RT's Disabled field maps to the Active flag in Zoho Desk (disabled RT users become inactive Contacts).
Request Tracker
Queues
Zoho Desk
Departments
1:1RT Queues map to Zoho Desk Departments. Each RT Queue carries a Name, Description, SLAs, Lifecycle config, and access control list. We export queue names and their associated permission models, then create Zoho Desk Departments with the corresponding names. RT queue-level SLA configurations map to Zoho Desk SLA policies attached to the Department. The RT queue's Default Reply Address maps to the Zoho Desk department's support email address for email ticketing.
Request Tracker
Custom Fields
Zoho Desk
Custom Fields
lossyRT Custom Fields of type Select-Box, Freeform text, Date, IP Address, and others map to Zoho Desk Custom Fields with equivalent types (single-line for text, multi-line for freeform, date picker for Date, numeric for IP Address where applicable). RT's queue-scoped CFs map to Department-scoped custom fields in Zoho Desk. We pre-create the Zoho Desk custom field schema before ticket import so that CF values are populated at insert time. Global RT CFs map to Zoho Desk fields available across all departments.
Request Tracker
Transactions
Zoho Desk
Ticket Threads + Comments
1:1RT Transactions (every status change, reply, comment, field update, and system action on a ticket) map to Zoho Desk Ticket Threads and Comments. We export the full transaction log ordered by Created date, classify each as an inbound message (from requestor), outbound reply (from agent), or internal comment (from agent marked private), and thread them into the destination Zoho Desk Ticket conversation in chronological order. RT's Transaction content and subject fields map to Zoho Desk Thread Content and Thread Type.
Request Tracker
Attachments
Zoho Desk
Attachments
1:1RT stores attachments as base64-encoded blobs in the Attachments database table linked to Transactions by ID. We run targeted SQL exports per ticket's attachment IDs, decode the blob, reconstruct the original filename and MIME type, then attach the resulting file to the corresponding Zoho Desk Ticket Thread. Zoho Desk supports attachments up to 50 MB per file; we chunk large RT blob extractions accordingly. Note that Zoho Desk's native Zwitch migration tool explicitly excludes attachments from KB articles, but our migration pipeline includes them for Tickets and Threads.
Request Tracker
Articles (Knowledge Base)
Zoho Desk
Knowledge Base Articles
1:1RT Articles in classes (e.g., General) with Name, Summary, Content, and Custom Fields map to Zoho Desk Knowledge Base Articles. We export Article data as structured JSON or cleaned CSV, handling embedded commas and newlines that commonly break RT::Extension::Import::CSV re-imports. RT Article Synopsis maps to Zoho Desk Article Summary; RT Article Content maps to Article Details. Custom fields on RT Articles map to Zoho Desk Article custom fields. We document which RT Article classes exist so the customer can map them to Zoho Desk Category structure.
Request Tracker
Groups and Roles
Zoho Desk
Teams
1:manyRT Groups organize users for queue-level or ticket-level permission grants (AdminCc, Cc, OwnerDelegated). Group membership does not export in a single flat file—we reconstruct it from the GroupMembers table and map to Zoho Desk Teams. Multiple RT groups may map to a single Zoho Desk Team if the customer's group structure is redundant. RT's AdminCc role on a ticket maps to Zoho Desk's Ticket CC field; Cc maps to the same field with separate entries.
Request Tracker
Templates
Zoho Desk
Email Templates
1:1RT Templates define email and notification text used by Scrips. We export Template names and content as text data, preserving token placeholders (such as {$Ticket->Subject}) and conditional logic so notification wording survives the move. Zoho Desk's Email Templates use Zoho's own placeholder syntax ({$ticket.subject}); we do not translate the token syntax during migration. We deliver the RT Template content as a reference document for the customer's admin to re-create in Zoho Desk's Template editor.
Request Tracker
Time Tracking
Zoho Desk
Time Entries
1:1RT stores Estimated-minutes and Worked-minutes natively on each ticket, and the RT-Extension-TimeTracking extension adds structured time-entry records with User, Ticket, Time Worked, and Note. We export both native time fields and structured time-entry records and map them to Zoho Desk Time Entries linked to the migrated Ticket. Time Entry fields (Agent, Date, Duration, Note) map directly; we preserve the original timestamps for audit ordering.
Request Tracker
Assets
Zoho Desk
Products
1:1RT Assets (a separate RT extension product that catalogs configuration items such as servers, software licenses, and hardware) export via the REST API or database query and map to Zoho Desk Products. Asset Name becomes Product Name; Asset Type maps to Product Category; and any custom fields on the RT Asset record map to Zoho Desk Product custom fields. If the customer uses RT Assets to track customer-facing products for support routing, we configure the Zoho Desk Product-to-Ticket linking during the department configuration phase.
Request Tracker
Scrips
Zoho Desk
Blueprint Documentation
lossyRT Scrips are server-side Perl automation rules triggered by ticket lifecycle events and cannot be meaningfully migrated to non-RT platforms. We do not migrate Scrips as executable code. We deliver a written inventory of every active RT Scrip and Template with its name, description, queue scope, template references, and recommended Zoho Desk Blueprint equivalent so the customer's admin can rebuild the automation logic in Zoho's visual workflow builder.
| Request Tracker | Zoho Desk | Compatibility | |
|---|---|---|---|
| Tickets | Tickets1:1 | Mapping required | |
| Users (Privileged) | Agents1:1 | Mapping required | |
| Users (Unprivileged) | Contacts1:1 | Fully supported | |
| Queues | Departments1:1 | Mapping required | |
| Custom Fields | Custom Fieldslossy | Mapping required | |
| Transactions | Ticket Threads + Comments1:1 | Fully supported | |
| Attachments | Attachments1:1 | Mapping required | |
| Articles (Knowledge Base) | Knowledge Base Articles1:1 | Mapping required | |
| Groups and Roles | Teams1:many | Mapping required | |
| Templates | Email Templates1:1 | Mapping required | |
| Time Tracking | Time Entries1:1 | Mapping required | |
| Assets | Products1:1 | Mapping required | |
| Scrips | Blueprint Documentationlossy | Not 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.
Request Tracker gotchas
Tab-delimited export instead of CSV
Attachments stored as database blobs
RT-to-RT upgrades require original RT directory
No native bulk REST API
Comma-heavy article content breaks CSV imports
Zoho Desk gotchas
Agent email identity determines comment ownership after migration
Blueprints and SLA policies do not export via API
File upload capped at 10GB per migration batch
Tier-gated export and migration capabilities
Inbound migration is two-phase with a hard Phase 2 cutoff
Pair-specific challenges
Migration approach
Source audit and extraction planning
We audit the source RT instance across version (4.2, 4.4, 5.0), deployment type (self-hosted or RT cloud), queue count, custom field definitions, group structure, and Scrip inventory. We assess the tab-delimited export as the primary data extraction path and confirm whether direct database access is available for blob attachment extraction. If the customer runs RT 4.2 on an older Linux distribution, we flag any database migration requirements before export begins. The audit output is a written extraction plan specifying export order, blob extraction SQL queries, and any RT configuration changes needed before extraction.
Tab-delimited export normalization and validation
We run RT's tab-delimited spreadsheet export across all queues and user records, then pre-process the raw output through our sanitizer to handle delimiter collisions and convert to RFC 4180 CSV. We validate a representative sample of ticket content against the source RT instance to confirm that Subject, Status, Priority, Owner, Requestor, Queue, and all custom field values are correctly represented. Any malformed rows are flagged and corrected before bulk extraction proceeds. This step is iterative—RT's export behavior varies by RT version and whether the installation has community patches applied.
Zoho Desk schema pre-configuration
We pre-configure the Zoho Desk destination before any data loads. This includes creating Departments mapped from RT Queues, provisioning Custom Fields matching RT's CF definitions (with type mapping), setting up SLA policies derived from RT's queue-level SLA configuration, creating Teams from RT Groups, and defining Email Templates for each department's support address. We also configure the rt_original_ticket_id__c custom field on the Ticket object and add it to the ticket list view. All schema configuration happens in Zoho Desk's Setup before the first record is loaded.
Agent provisioning and user reconciliation
We extract RT Privileged users and Unprivileged users as separate exports, then create Zoho Desk Agents and Contacts in dependency order (Agents first because tickets reference Agent owners). We match by email address as the dedupe key. Any RT Privileged user without a matching Zoho Desk User is placed in a reconciliation queue for the customer's admin to provision before ticket import. We also flag any RT Unprivileged user who is also a Privileged user (RT allows this overlap) and ensure they appear as both a Zoho Desk Agent and a Zoho Desk Contact with the Contact record linked appropriately.
Ticket and attachment migration
We load Tickets via the Zoho Desk REST API in dependency order: Tickets first, then Threads and Comments derived from RT Transactions, then Attachments extracted from RT database blobs and re-attached to the corresponding Zoho Desk Ticket Threads. Each batch emits a row-count reconciliation report. We use exponential backoff and batch chunking to respect Zoho Desk API rate limits. Time entries from RT's native time fields and RT-Extension-TimeTracking export load as Zoho Desk Time Entries linked to migrated Tickets. RT Articles (Knowledge Base) load as Zoho Desk KB Articles with custom field mapping, excluding attachment blobs that Zoho Desk does not support on KB articles.
Cutover, validation, and Scrip/Template handoff
We freeze RT writes during cutover, run a final delta migration of any records modified during the migration window, then enable Zoho Desk as the system of record. We deliver the RT Scrip and Template inventory document with recommended Zoho Desk Blueprint equivalents to the customer's admin team. We support a one-week hypercare window where we resolve any reconciliation issues raised by the support team. We do not rebuild RT Scrips as Zoho Desk Blueprint workflows inside the migration scope; that work is handled by the customer's admin using the documentation we deliver.
Platform deep dives
Request Tracker
Source
Strengths
Weaknesses
Zoho Desk
Destination
Strengths
Weaknesses
Complexity grading
Moderate Helpdesk migration. 4 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 Request Tracker and Zoho Desk.
Object compatibility
4 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
Request Tracker: Not publicly documented.
Data volume sensitivity
Request Tracker 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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