Helpdesk migration
Field-level mapping, validation, and rollback between ThinkOwl and Gorgias. We move data and schema; workflows are rebuilt natively in Gorgias.
ThinkOwl
Source
Gorgias
Destination
Compatibility
8 of 12
objects map 1:1 between ThinkOwl and Gorgias.
Complexity
CModerate
Timeline
3-5 weeks
Overview
Moving from ThinkOwl to Gorgias requires a schema translation, not a direct record copy. ThinkOwl organizes support around the Case — a multi-channel thread that bundles customer context, conversation history, time entries, and custom fields into a single object. Gorgias uses a ticket-centric model where each customer conversation is a Ticket with a linked Customer record and optional Macros and Tags for workflow. The primary migration risk is that ThinkOwl's case hierarchy does not map 1:1 into Gorgias's flat ticket structure; time entries, embedded contact data, and conversation modules require extraction, transformation, and re-association at import time. ThinkOwl's proprietary no-code workflow definitions are not exportable — we document the routing and SLA logic as a written specification for the customer's admin to rebuild in Gorgias Macros. Draft records in ThinkOwl are migrated as internal Ticket notes with an [ORIGINAL_DRAFT] prefix rather than live tickets, which prevents auto-escalation on work-in-progress replies.
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 ThinkOwl 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.
ThinkOwl
Case
Gorgias
Ticket
1:1ThinkOwl Cases are the central object wrapping a customer request across email, chat, voice, WhatsApp, and social channels. We map Cases to Gorgias Tickets using the source Case ID preserved as an external_id for reconciliation. The Case subject becomes the Ticket subject; Case status (New, In Progress, Resolved, Closed) maps to Gorgias Ticket status values which we configure before import. ThinkOwl's multi-channel message thread migrates as a flat chronological message list on the Gorgias Ticket.
ThinkOwl
Contact (embedded in Case)
Gorgias
Customer
1:1ThinkOwl embeds customer data in Cases via the embed=customer parameter. We extract Contact records with name, email, phone, company association, and cf-prefixed custom contact properties before importing them as Gorgias Customers. Email serves as the dedupe key. Any custom contact fields from ThinkOwl map to Gorgias Customer custom fields, with the cf code recorded in the mapping table alongside the display label.
ThinkOwl
Agent / User
Gorgias
Agent
1:1ThinkOwl Agent records include name, email, role, and team assignment. We extract all agents and match them to Gorgias Agents by email address. Agents without a corresponding Gorgias account are flagged for the customer to provision before the production migration phase begins. Role and team assignments are noted for post-migration routing rebuild in Gorgias Macros and Rules.
ThinkOwl
Team
Gorgias
Team
lossyThinkOwl Teams define agent grouping and case routing rules. We preserve team names and membership during extraction. In Gorgias, Teams are configured as Groups that control ticket routing. Routing rule logic (which team receives which case type) is documented in the workflow specification delivered to the customer for rebuild in Gorgias Rules, since routing logic is platform-specific and cannot be migrated as code.
ThinkOwl
Time Entry
Gorgias
Ticket (as time tracking notes)
lossyThinkOwl Time Entries attach to individual Cases, recording which agent logged time and for what duration. Gorgias does not have a native time-tracking child object equivalent to ThinkOwl's Time Entry schema. We migrate time entry data as internal notes on the parent Gorgias Ticket, formatted with agent name, duration, and date so the context is preserved. If the customer's workflow requires billable time, they configure a time-tracking integration post-migration.
ThinkOwl
Draft
Gorgias
Ticket (internal note)
lossyThinkOwl maintains a separate Drafts object for unsent replies. Migrating Drafts as open Tickets in Gorgias creates noise and risks auto-escalation. We import draft content as internal Ticket notes with an [ORIGINAL_DRAFT] prefix, preserving the work-in-progress text for agent review without creating duplicate active tickets. The customer's admin decides which drafts to promote to real tickets post-migration.
ThinkOwl
Tag
Gorgias
Tag
1:1Tags applied to ThinkOwl Cases are exported as flat label strings. We migrate tags as-is to Gorgias Tags. No semantic translation is applied — tag names must match exactly. We generate a tag inventory during discovery so the customer can audit the tag taxonomy before and after migration and consolidate or rename as needed during the rebuild phase.
ThinkOwl
Custom Field (Case)
Gorgias
Custom Field (Ticket)
1:1ThinkOwl uses cf-prefixed system identifiers (cf101000, cf101001) for custom fields on Cases and Contacts. We extract both the system code and the admin display label during field inventory and create a mapping table. In Gorgias, custom fields use admin-defined labels and optional API names. We map by label match first, fall back to type-match where labels differ, and flag any ThinkOwl custom fields with no Gorgias equivalent for the customer to configure pre-import.
ThinkOwl
Business Hours
Gorgias
Business Hours
lossyThinkOwl's Business Hours API defines support operating windows used for SLA calculations. We export business-hours configurations as structured records and map them to Gorgias Business Hours. Both platforms support timezone and schedule definition, but SLA rule logic is platform-specific and must be rebuilt in Gorgias SLA Management post-migration. We deliver a written Business Hours and SLA configuration guide alongside the migration.
ThinkOwl
Attachment (Fileee module)
Gorgias
Attachment
1:1ThinkOwl stores files via its Fileee module and associates them with Cases. We export attachments and re-associate them by filename reference during import into Gorgias Tickets. File size limits and MIME-type restrictions vary between platforms — we audit the file inventory during discovery and flag any files that exceed Gorgias limits for manual handoff. Inline images embedded in message bodies migrate with the message.
ThinkOwl
Conversation Module
Gorgias
Macro / Rule (template only)
1:1ThinkOwl Modules define structured conversation flows with elements, steps, and conditional logic in JSON. We export module definitions for review and deliver them as a documentation package. Gorgias's Macros and Rules serve a similar automation function but use a different configuration paradigm. We do not migrate Modules as live Macros — the specification document enables the customer's admin to rebuild conversation templates as Gorgias Macros post-migration.
ThinkOwl
Workflow / Business Process
Gorgias
Macro / Rule
1:1ThinkOwl's no-code business process builder uses a proprietary JSON schema for task elements, service tasks, and conditional branches with no documented export endpoint. We do not migrate workflow definitions as code. During discovery we document the current workflow logic — routing rules, escalation paths, SLA triggers, and team assignments — and deliver a written workflow specification so the customer can rebuild in Gorgias Macros and Rules. This is one of the primary scope items that increases migration timeline for teams with complex routing.
| ThinkOwl | Gorgias | Compatibility | |
|---|---|---|---|
| Case | Ticket1:1 | Fully supported | |
| Contact (embedded in Case) | Customer1:1 | Fully supported | |
| Agent / User | Agent1:1 | Fully supported | |
| Team | Teamlossy | Fully supported | |
| Time Entry | Ticket (as time tracking notes)lossy | Fully supported | |
| Draft | Ticket (internal note)lossy | Fully supported | |
| Tag | Tag1:1 | Fully supported | |
| Custom Field (Case) | Custom Field (Ticket)1:1 | Fully supported | |
| Business Hours | Business Hourslossy | Mapping required | |
| Attachment (Fileee module) | Attachment1:1 | Fully supported | |
| Conversation Module | Macro / Rule (template only)1:1 | Fully supported | |
| Workflow / Business Process | Macro / Rule1:1 | 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.
ThinkOwl gotchas
API rate limits differ by plan tier
Workflow automation is not exportable
Custom fields use opaque cf-prefix codes
Draft records require manual disposition
Gorgias gotchas
AI Agent adds outcome-based fees on top of billable ticket costs
Overage billing for tickets scales nonlinearly
API rate limits restrict bulk export throughput
Agent data visibility cannot be restricted by role for GDPR use cases
Knowledge Base translations require separate API calls per locale
Pair-specific challenges
Migration approach
Discovery and object inventory
We audit the ThinkOwl portal across plan tier, active Agents and Teams, open and closed Case volume, custom field schema (cf-prefix codes and display labels), active Business Hours configurations, attachment file inventory, Draft records, and any Module or workflow definitions. We pair this with a Gorgias account audit: configured Customer fields, existing Tickets, Macros, Rules, and Teams. The discovery output is a written migration scope document, an object mapping table, and a field-level reconciliation sheet that identifies any cf-prefixed fields with no Gorgias equivalent for the customer to pre-configure.
Case hierarchy extraction and transformation
ThinkOwl Cases contain embedded customer data, conversation messages, time entries, and custom fields in a nested structure. We extract all child objects independently from the parent Case so they can be re-associated in Gorgias. Contact records are extracted first, then message records, then time entries and attachments. The Case hierarchy is flattened and staged in our migration buffer with external_id references preserved so that each message and time entry can be linked to the correct parent Ticket during Gorgias import. Draft records are staged separately for note conversion.
Gorgias schema pre-configuration
We work with the customer's Gorgias admin to pre-create any custom Customer fields and Ticket custom fields that match the cf-prefixed schema from ThinkOwl. Teams are created in Gorgias to match ThinkOwl Team names. Business Hours are configured in Gorgias to match ThinkOwl schedules. We configure Ticket Status values to accommodate the full set of source Case statuses. Any channel linking rules for multi-channel message grouping are configured at this stage if the customer wants automated thread consolidation in Gorgias.
Trial migration and reconciliation
We run a representative sample migration — typically 50-200 records of each object type — into the customer's live Gorgias environment. The customer reconciles record counts, spot-checks field mapping accuracy for 20-30 random Cases and Customers, and verifies that message threads, tags, and time entry notes appear correctly in Gorgias. We correct any mapping errors before proceeding to full production migration. This step also surfaces any cf-prefixed fields that require a manual configuration in Gorgias before the bulk import.
Production migration in dependency order
We run production migration in dependency order: Customers first (email dedupe key), then Agents, then Teams, then Business Hours, then Tickets with full message threads, then Tags, then time entries as internal notes, then attachments. We pace extraction from ThinkOwl within the plan rate limit and batch inserts into Gorgias via the REST API with chunking and exponential backoff. Each phase emits a row-count reconciliation report. Any records that fail validation are held in a retry queue and re-attempted at reduced concurrency.
Cutover, draft handoff, and workflow rebuild specification
We freeze ThinkOwl writes during cutover, run a final delta migration of any Cases or Customers modified during the migration window, then enable Gorgias as the system of record. Draft records are converted to internal Ticket notes with [ORIGINAL_DRAFT] prefix. We deliver the workflow specification document — covering routing rules, SLA triggers, escalation paths, and team assignments — to the customer for rebuild in Gorgias Macros and Rules. We support a 72-hour hypercare window for reconciliation issues raised during the first business day in Gorgias.
Platform deep dives
ThinkOwl
Source
Strengths
Weaknesses
Gorgias
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 ThinkOwl and Gorgias.
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
ThinkOwl: 500 req/min (Professional), 700 req/min (Enterprise), 850 req/min (Enterprise plus). Limits enforced per organization..
Data volume sensitivity
ThinkOwl 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
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FAQ
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