Helpdesk migration
Field-level mapping, validation, and rollback between Capacity and Freshdesk. We move data and schema; workflows are rebuilt natively in Freshdesk.
Capacity
Source
Freshdesk
Destination
Compatibility
9 of 10
objects map 1:1 between Capacity and Freshdesk.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Capacity to Freshdesk is a helpdesk platform migration that requires careful schema alignment on tickets, conversation threading, and knowledge base structures. Capacity organizes support around Tickets and Knowledge Base Articles; Freshdesk mirrors this with Tickets, Ticket Conversations, and Solutions Articles, but custom fields, routing rules, and automation triggers require transformation or manual recreation. We extract full ticket history including internal notes and attachments, map Capacity's KB category hierarchy to Freshdesk's Solutions Category structure, and preserve User accounts and Team assignments as Freshdesk Agents and Groups. Capacity's automation workflows cannot be exported via API; we document the current configuration during discovery and deliver a written rebuild guide for Freshdesk's Rule Engine. Knowledge base export from Capacity strips rich formatting, so article body content migrates as plain text with formatting losses noted for post-migration review.
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 Capacity object lands in Freshdesk, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Capacity
Ticket
Freshdesk
Ticket
1:1Capacity Tickets map directly to Freshdesk Tickets. The ticket subject, description, status (Open, Pending, Resolved, Closed), priority (Low, Medium, High, Urgent), type, and timestamps (created_at, updated_at) migrate 1:1. Agent and group assignments map from Capacity's assignee and team fields to Freshdesk's agent_id and group_id. We validate that the destination Freshdesk account is on Blossom or above before migration because the API is not available on the Sprout (free) tier.
Capacity
Conversation
Freshdesk
Ticket Conversation
1:1Capacity ticket conversations migrate to Freshdesk Ticket Conversations as individual Message records. Each message carries author attribution (agent or requester), body content, timestamp, and type (reply or note). Internal notes in Capacity map to Freshdesk's internal_note type, preserving visibility controls. We resolve the author email to the corresponding Freshdesk agent or contact record before inserting messages.
Capacity
Knowledge Base Article
Freshdesk
Solution Article
1:1Capacity KB Articles map to Freshdesk Solutions Articles with title, description (plain text), and metadata preserved. Capacity's article status (Draft, Published) maps to Freshdesk's article status field. Note that Capacity's KB export strips rich formatting (bold, links, embedded media) and does not include version history; we extract available text content and flag formatting losses for post-migration review. Article-to-category assignments migrate to Freshdesk's section and category structure.
Capacity
KB Category
Freshdesk
Solutions Section / Category
1:1Capacity KB categories migrate to Freshdesk Solutions Sections and Categories. We extract the full category tree and map nested hierarchies to Freshdesk's section nesting model. Category descriptions migrate as section descriptions. If Capacity uses a flat category structure, we map directly to Freshdesk sections and note where the destination supports deeper nesting that is not utilized on the source.
Capacity
User (Agent)
Freshdesk
Agent
1:1Capacity User accounts with agent roles migrate to Freshdesk Agent records. We map email, name, role (admin, agent), and group assignments. Capacity's team structure maps to Freshdesk Groups, and we preserve team membership so that agent routing assignments are maintained. Agents without matching Freshdesk accounts enter a reconciliation queue for manual provisioning before ticket import begins.
Capacity
User (Contact/Requester)
Freshdesk
Contact
1:1Capacity User records classified as requesters or contacts migrate to Freshdesk Contacts. We map name, email, phone, and company association. Freshdesk requires at least 10 tickets in the account before importing contacts via the native import tool; we handle this through API-based migration which does not have this minimum. Date fields must follow YYYY-MM-DD format, which we validate and transform during data extraction from Capacity.
Capacity
Attachment
Freshdesk
Attachment
1:1File attachments on Capacity tickets and KB articles migrate to Freshdesk Ticket Attachments. We extract attachment URLs and binary content, then upload to Freshdesk via the API. Large files are validated against Freshdesk's size limits. If a file exceeds the limit, we flag it for manual download and re-upload after migration. Inline images in ticket conversations migrate as separate attachment records linked to the message.
Capacity
Tag
Freshdesk
Tag
1:1Tags applied to Capacity tickets for categorization migrate as Freshdesk Tags on the corresponding ticket. Tags in Freshdesk are ticket-level labels that agents can filter on. We preserve the tag string exactly as stored in Capacity, noting that Freshdesk tag taxonomies operate as a flat list rather than a hierarchical structure.
Capacity
Custom Field
Freshdesk
Custom Field
1:1Capacity custom fields on tickets and contacts require field-level mapping to Freshdesk Custom Fields. We validate data types during discovery: text, number, date, dropdown, and checkbox fields in Capacity map to Freshdesk equivalents (text, number, date, dropdown, checkbox). Capacity dropdown values that have no equivalent in Freshdesk are flagged for manual value mapping before migration proceeds. Custom fields must be created in Freshdesk before data import; we include field creation as part of the schema setup phase.
Capacity
Automation Workflow
Freshdesk
Rule Engine
lossyCapacity automation rules, routing logic, and workflow triggers are not accessible via API and cannot be migrated programmatically. We document the current automation configuration during discovery (trigger events, conditions, actions) and deliver a written rebuild guide mapping each Capacity rule to Freshdesk's Rule Engine equivalents (SLAs, Ticket Routing Rules, Scenario Automations). The customer's Freshdesk admin rebuilds these post-migration as a manual step outside the migration scope.
| Capacity | Freshdesk | Compatibility | |
|---|---|---|---|
| Ticket | Ticket1:1 | Fully supported | |
| Conversation | Ticket Conversation1:1 | Fully supported | |
| Knowledge Base Article | Solution Article1:1 | Fully supported | |
| KB Category | Solutions Section / Category1:1 | Fully supported | |
| User (Agent) | Agent1:1 | Fully supported | |
| User (Contact/Requester) | Contact1:1 | Fully supported | |
| Attachment | Attachment1:1 | Fully supported | |
| Tag | Tag1:1 | Fully supported | |
| Custom Field | Custom Field1:1 | Fully supported | |
| Automation Workflow | Rule Enginelossy | 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.
Capacity gotchas
Automation workflows cannot be exported
Custom field handling requires schema mapping
Knowledge base export format is simplified
Integration connections do not migrate
Freshdesk gotchas
API access is blocked on the free plan
Per-minute rate limits are account-wide and endpoint-specific
Multi-channel source types do not map 1:1 to all destinations
Custom objects created in-product cannot be accessed by other apps
Contact import requires at least 10 existing tickets in the account
Pair-specific challenges
Migration approach
Discovery and Freshdesk tier validation
We audit the Capacity instance for ticket volume, conversation thread length, KB article count, custom field definitions, user and team count, and active automation rules. We validate that the destination Freshdesk account is on Blossom or above (or schedule an upgrade if on Sprout). We document integration connections and generate the automation inventory. The discovery output is a written migration scope document with record counts, field mapping tables, and a Freshdesk plan recommendation.
Schema setup and custom field creation
We create the Freshdesk custom fields to match Capacity's custom field schema before any data import begins. This includes creating dropdown option values, setting field visibility, and mapping field types. We set up Freshdesk Groups to mirror Capacity's team structure. If the customer requires custom objects (Enterprise plan), we pre-create the schema including fields and associations. All schema work happens in the production Freshdesk account or a designated Sandbox if the customer prefers validation before live cutover.
Contact and user import with owner resolution
We extract Capacity User records (agents and contacts) and import them into Freshdesk. Agent records are created with the matching Freshdesk agent role and group assignment. Contact records are imported via the API to bypass Freshdesk's CSV importer minimum (10 tickets). We resolve Capacity's owner/assignee email references against Freshdesk User records, flagging any that do not have a match for manual provisioning before ticket migration begins.
Ticket and conversation migration in dependency order
We migrate Capacity Tickets in record-dependency order: tickets first (with custom fields populated and assignee/group references resolved), then conversation threads attached to each ticket. Internal notes are tagged with the internal_note type in Freshdesk. Attachments are uploaded to Freshdesk and linked to the corresponding ticket or message. Each ticket's original created_at and updated_at timestamps are preserved. We use Freshdesk's API with rate-limit handling and exponential backoff for large volumes.
Knowledge base migration
We extract Capacity KB Articles and category tree, then create Freshdesk Solutions Sections and Categories matching the source hierarchy. Articles are created with plain-text body content, title, status, and section assignment. Formatting losses are noted in the migration report for post-migration cleanup. If the Capacity KB includes article-specific custom fields, we map these to Freshdesk article attributes or note them as requiring manual data entry.
Cutover, validation, and automation rebuild handoff
We freeze Capacity writes during cutover, run a final delta migration of any records modified during the migration window, then enable Freshdesk as the system of record. We validate record counts against the source, spot-check 25-50 tickets for conversation and attachment integrity, and deliver the automation rebuild guide to the customer's Freshdesk admin. We support a three-day hypercare window for reconciliation issues. We do not rebuild Capacity automations in Freshdesk as part of the migration scope.
Platform deep dives
Capacity
Source
Strengths
Weaknesses
Freshdesk
Destination
Strengths
Weaknesses
Complexity grading
Standard Helpdesk migration. 2 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Capacity and Freshdesk.
Object compatibility
2 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
Capacity: Not publicly documented.
Data volume sensitivity
Capacity 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
Pick a category, then your source and destination platforms.
Category
FAQ
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