Helpdesk migration
Field-level mapping, validation, and rollback between Attendo and Zendesk. We move data and schema; workflows are rebuilt natively in Zendesk.
Attendo
Source
Zendesk
Destination
Compatibility
8 of 10
objects map 1:1 between Attendo and Zendesk.
Complexity
BStandard
Timeline
2-3 weeks
Overview
Attendo is a workforce management platform combining time tracking, project management, and HRIS; Zendesk is a customer support platform built around tickets, users, organizations, and knowledge bases. These are structurally different systems with no direct object-level correspondence, which makes this migration a schema design exercise rather than a simple record copy. We map Attendo's employee records to Zendesk Users, attendance histories to a custom object with user lookup relationships, absence plans to a separate custom object, and projects with their task hierarchies to paired custom objects. Attendo has no publicly documented API, so we work with the available export channels and flag any data that cannot be programmatically extracted before migration begins. We do not migrate workflows, automations, internal messaging, or Forms; we deliver a written inventory of these for the customer's admin to rebuild in Zendesk.
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 Attendo object lands in Zendesk, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Attendo
Employee
Zendesk
User
1:1Attendo employee records map to Zendesk User objects. We extract name, email, role, department, start date, and active/inactive status. The email address serves as the dedupe key during import. Custom properties on the employee record migrate as user fields or custom_fields on the Zendesk User object. Historical employment status changes (terminated, re-hired) are preserved as a custom field employment_history__c in JSON-serialized format.
Attendo
Attendance Record
Zendesk
Attendance (custom object)
1:1Attendo clock-in/out events and work-time entries map to a custom object we create in Zendesk called Attendance. Each record includes clock_in, clock_out, work_duration_hours, break_minutes, overtime_hours, and exception_flags. We create a lookup relationship field linking each Attendance record to the Zendesk User (the employee). The custom object is deployed via the Custom Objects API before any data is imported, and records are loaded in reverse-chronological batches using the Zendesk REST API with exponential backoff on rate-limit responses.
Attendo
Absence Management
Zendesk
Absence Balance (custom object)
1:1Attendo absence plans (sick, vacation, unpaid) with accrual rates and current balances map to a Zendesk custom object called Absence Balance. Each record stores absence_type, accrual_rate_per_year, current_balance_hours, carryover_hours, and ceiling_hours. The absence_type maps to a drop-down custom field. We preserve the balance snapshot at migration time; the accrual calculation logic is documented for the customer's admin to configure as Zendesk SLA policies or custom business rules post-migration.
Attendo
PTO Policy
Zendesk
PTO Policy (custom object)
1:1Attendo flexible PTO configurations (accrual rates, carryover rules, ceiling limits) export as a separate custom object called PTO Policy. This is a reference-data object that applies to multiple employees. We create lookup relationship fields from Absence Balance records to their governing PTO Policy. Per-employee policy overrides are stored as a separate field on the Absence Balance record.
Attendo
Project
Zendesk
Project (custom object)
1:1Attendo projects with task schedules, timelines, budgets, and progress indicators map to a Zendesk custom object called Project. The project object schema includes project_name, start_date, end_date, budget_amount, cost_allocated, and progress_percent. We deploy the Project custom object via the Custom Objects API with a title field set to project_name.
Attendo
Task
Zendesk
Task (custom object)
1:manyAttendo tasks belonging to projects map to a Zendesk custom object called Task with a lookup relationship back to the parent Project. Task fields include task_name, assignee (lookup to User), deadline, status, and parent_project (lookup to Project). Attendo task status values map to the Zendesk Task custom object's status field with a status-migration map defined during discovery. Multiple tasks per project are supported via the 1:N relationship.
Attendo
Cost Tracking
Zendesk
Project Cost (custom object)
1:1Attendo project-level cost data (labour, materials, fixed-cost line items against budgets) maps to a Zendesk custom object called Project Cost with a lookup to the parent Project record. Cost fields include cost_type (labour, materials, fixed), amount, date_incurred, and cost_category. Budget comparison requires the total budget_amount from the parent Project custom object and is computed post-migration in Zendesk Explore or a reporting tool.
Attendo
Contracts and Documents
Zendesk
Attachment (via User record)
1:1Attendo employee contracts, offer letters, and supporting documents export as binary files. We re-associate them in Zendesk by uploading to the Zendesk User record'sAttachments endpoint using a deterministic file-to-user mapping derived from the employee identifier. Files exceeding 1MB are flagged for the customer to upload manually since Zendesk's API excludes files over 1MB. PDF and DOCX formats are supported; non-standard formats are noted in the reconciliation report.
Attendo
Internal Messaging
Zendesk
Not migrated
1:1Attendo's internal system messaging stores inter-employee communication tied to workflows. This is a transient communication channel and does not constitute a formal business record under standard migration scope. We do not migrate internal messages. We flag this gap in the deliverables inventory so the customer's admin is aware that historical workflow-linked messages will not appear in Zendesk.
Attendo
Custom Fields (Employee)
Zendesk
User custom fields
lossyAttendo configurable fields on employee records export alongside the employee data. We preserve the field schema (name, type, options) and map each to a corresponding Zendesk User custom field of the equivalent type. Drop-down becomes Zendesk drop-down, multi-select becomes Zendesk tagger, checkbox becomes boolean, numeric becomes integer, and date becomes Zendesk date. The schema definition is delivered as a reference document for the admin to create in Zendesk Admin Center before migration begins.
| Attendo | Zendesk | Compatibility | |
|---|---|---|---|
| Employee | User1:1 | Fully supported | |
| Attendance Record | Attendance (custom object)1:1 | Fully supported | |
| Absence Management | Absence Balance (custom object)1:1 | Mapping required | |
| PTO Policy | PTO Policy (custom object)1:1 | Fully supported | |
| Project | Project (custom object)1:1 | Fully supported | |
| Task | Task (custom object)1:many | Fully supported | |
| Cost Tracking | Project Cost (custom object)1:1 | Mapping required | |
| Contracts and Documents | Attachment (via User record)1:1 | Mapping required | |
| Internal Messaging | Not migrated1:1 | Not supported | |
| Custom Fields (Employee) | User custom fieldslossy | 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.
Attendo gotchas
Catalog URL points to a healthcare company, not the helpdesk product
Modular pricing means the customer may have any subset of 30+ modules active
API exists but is not documented publicly
Support is delivered through partner network, not directly by vendor
Zendesk gotchas
Data export requires API scripting on non-Enterprise plans
Automations cap at 500 active rules and 1,000 tickets per hour
Help Center has no native export feature
Custom Objects and full data export are Enterprise-only
Pair-specific challenges
Migration approach
Export pathway assessment
Because Attendo has no documented public API, we begin by assessing the available export tooling within the Attendo UI. We determine whether CSV export, JSON dump, direct database query, or manual record-by-record download is available for each object type. We coordinate with the customer's Attendo account team if export features require elevated permissions or are limited to admin roles. The output of this step is a written export plan specifying the method, format, and any volume limits for each Attendo object that will migrate.
Discovery and schema design
We audit the extracted Attendo data for each object type (Employees, Attendance Records, Absence Plans, Projects, Tasks, Documents) and assess data quality, completeness, and any null or malformed fields. In parallel, we design the Zendesk custom object schema: we define each custom object (name, key, title field), create the field schema (name, key, type, options), and configure lookup relationship fields. Schema is deployed to a Zendesk Sandbox or development environment first for validation before any data moves. The customer reviews the schema design and approves the mapping document before production migration begins.
User provisioning and document export
We extract employee records from Attendo and validate email addresses as the dedupe key for Zendesk Users. The customer's Zendesk admin provisions the corresponding User accounts (agents) before migration so that OwnerId references are satisfied during import. Employee documents are exported as binary files and organized by employee identifier for re-association during the User import phase.
Custom object import in dependency order
We import Zendesk custom objects in record-dependency order: PTO Policy (reference data with no dependencies) first, then Project (with no dependencies), then Task (with Project lookup), then Absence Balance (with User and PTO Policy lookups), then Attendance (with User lookup). Each phase emits a row-count reconciliation report and a spot-check of 10-20 records against the Attendo source before the next phase begins. We use the Zendesk REST API with rate-limit handling and exponential backoff.
Document re-association
We associate exported employee documents with their corresponding Zendesk User records using the Zendesk Attachments API. Files under 1MB upload via the API and link directly to the User record. Files exceeding 1MB are flagged in the reconciliation report and handed off to the customer's admin for manual upload. We verify a sample of re-associated documents (10 percent of total or a minimum of 25) to confirm correct linking.
Cutover, validation, and automation inventory handoff
We freeze writes to Attendo during cutover, run a final delta migration for any records modified during the migration window, then enable Zendesk as the system of record. We deliver the full migration reconciliation report (record counts per object, export count versus import count, flagged records), the schema design document, and the written automation inventory listing every Attendo workflow, internal messaging pattern, and scheduling rule that requires rebuild in Zendesk. We offer a one-week hypercare window to resolve post-migration issues raised by the customer's team.
Platform deep dives
Attendo
Source
Strengths
Weaknesses
Zendesk
Destination
Strengths
Weaknesses
Complexity grading
Standard Helpdesk migration. 1 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 Attendo and Zendesk.
Object compatibility
1 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
Attendo: Not publicly documented.
Data volume sensitivity
Attendo 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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