Helpdesk migration

Migrate from Attendo to Zendesk

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

Attendo logo

Attendo

Source

Zendesk

Destination

Zendesk logo

Compatibility

80%

8 of 10

objects map 1:1 between Attendo and Zendesk.

Complexity

BStandard

Timeline

2-3 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Attendo logo

Attendo

What's pushing teams away

  • Very limited public review footprint — GetApp shows only one verified review, making peer due diligence difficult for buyers comparing against Zendesk, Freshdesk, or HelpScout.
  • API capabilities are listed as a feature but not documented publicly, complicating integration with custom internal systems and modern CI/CD-driven helpdesk workflows.
  • Reseller-led support model — technical support is delivered through the Attendo Certified Partner network rather than direct from the vendor, which can mean inconsistent quality and slower escalation paths.
  • Smaller installed base outside Spain/Latin America limits the consulting and migration community, so internal moves to global helpdesk standards are more common for international growth.
  • Module sprawl (30+ modules, 100+ functionalities) can confuse small teams that just want a clean ticketing tool, pushing them toward simpler products.

Choosing

Zendesk logo

Zendesk

What's pulling them in

  • Mature omnichannel routing across email, chat, phone, messaging, and social — one unified inbox for support teams regardless of size or complexity.
  • Deep automation with Triggers, Automations, and SLA Policies lets high-volume teams enforce consistent workflows without manual ticket handling.
  • Large ecosystem of third-party integrations and a public app marketplace reduce friction for teams already using Salesforce, Jira, or Slack.
  • Industry-leading brand recognition and trust signal — many enterprise buyers default to Zendesk as a known quantity in vendor procurement cycles.
  • Generous documentation library and community mean onboarding teams can self-configure without needing a services engagement to get started.

Object mapping

How Attendo objects map to Zendesk

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

maps to

Zendesk

User

1:1
Fully supported

Attendo 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

maps to

Zendesk

Attendance (custom object)

1:1
Fully supported

Attendo 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

maps to

Zendesk

Absence Balance (custom object)

1:1
Mapping required

Attendo 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

maps to

Zendesk

PTO Policy (custom object)

1:1
Fully supported

Attendo 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

maps to

Zendesk

Project (custom object)

1:1
Fully supported

Attendo 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

maps to

Zendesk

Task (custom object)

1:many
Fully supported

Attendo 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

maps to

Zendesk

Project Cost (custom object)

1:1
Mapping required

Attendo 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

maps to

Zendesk

Attachment (via User record)

1:1
Mapping required

Attendo 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

maps to

Zendesk

Not migrated

1:1
Not supported

Attendo'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)

maps to

Zendesk

User custom fields

lossy
Fully supported

Attendo 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.

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.

Attendo logo

Attendo gotchas

High

Catalog URL points to a healthcare company, not the helpdesk product

High

Modular pricing means the customer may have any subset of 30+ modules active

Medium

API exists but is not documented publicly

Medium

Support is delivered through partner network, not directly by vendor

Zendesk logo

Zendesk gotchas

High

Data export requires API scripting on non-Enterprise plans

Medium

Automations cap at 500 active rules and 1,000 tickets per hour

Medium

Help Center has no native export feature

High

Custom Objects and full data export are Enterprise-only

Pair-specific challenges

  • Attendo has no publicly documented API

    No Attendo API documentation appears in the research or in public developer portals. This is the primary constraint on the migration approach. Without a programmatic export pathway, we work with whatever export tooling Attendo makes available in its UI (CSV, JSON, or database dump) and coordinate with the customer's Attendo account team if bulk export features exist. Any export that requires manual steps or is limited to partial record sets extends the discovery timeline and may require iterative export runs. We flag the export pathway as the first deliverable in discovery.

  • Custom object relationships in Zendesk cannot link to Account records

    Zendesk's new Custom Objects experience (introduced 2023) permits lookup relationships only between custom objects and standard Zendesk objects (tickets, users, organizations) or other custom objects. You cannot create a lookup relationship from a custom object directly to an Account record. This means Attendance records and Absence Balance records linked to Zendesk Users cannot also carry a reference to the Zendesk Organization that the User belongs to unless the Organization is stored as a field on the User record and joined at query time. We document this constraint and design the schema accordingly during discovery.

  • Closed tickets cannot be modified after migration

    Zendesk does not allow modifications to closed or archived tickets after the fact. If any Attendo records mapped to Zendesk tickets require relationship updates (for example, linking a migrated attachment or custom field that was not available at migration time), those updates must happen before the ticket status is set to closed. We tag all migrated tickets with a migration_source=attendo tag and document this constraint so the customer's admin does not attempt post-close modifications. Any ticket that needs updating after closing requires reopening via the API before the update can proceed.

  • Automations and SLA policies do not activate for imported records

    Zendesk triggers, automations, and SLA policies do not fire for tickets created via API import. To prevent unwanted notifications and SLA timer starts during migration, we temporarily disable triggers and automations before import and re-enable them after. We tag all migrated tickets with migrated_from_attendo and advise the customer's admin to configure an exclusion filter in any active triggers or SLA policies to prevent retroactive application. This is documented in the post-migration handoff.

  • Attachments over 1MB may be excluded from API imports

    Zendesk's API excludes file attachments exceeding 1MB during JSON export and import paths. Attendo employee documents (contracts, offer letters, supporting files) may include PDFs larger than this threshold. We flag files exceeding 1MB during the export assessment and upload them manually via Zendesk's Attachments UI or document them for the admin to handle post-migration. Standard HR documents (offer letters, contracts, performance reviews) are typically under 1MB, but larger merged PDFs or video-based onboarding records may require manual handling.

Migration approach

Six steps for a successful Attendo to Zendesk data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Attendo logo

Attendo

Source

Strengths

  • Combines time tracking, project management, and HRIS in a single platform, reducing the number of separate tools
  • Real-time attendance monitoring with configurable work-time rules and exception handling
  • Flexible PTO with configurable accrual rates, carryover, and ceiling policies per employee type
  • Project-level budget organization with cost tracking against timelines and milestones
  • Document management for employee records including contracts and supporting HR files

Weaknesses

  • No publicly documented API or developer documentation found in the research, limiting programmatic export options
  • Pricing not published on the product website; third-party listings show per-user starting prices that may not reflect full feature access
  • Helpdesk categorization in the research appears inconsistent with the product's workforce management feature set
  • Limited public review volume makes it difficult to assess real-world user sentiment and common pain points
  • Project management features appear basic compared to dedicated project or PSA platforms
Zendesk logo

Zendesk

Destination

Strengths

  • Well-documented REST API with broad endpoint coverage for Tickets, Users, Organizations, and Help Center.
  • Rich automation primitives: Triggers (event-driven), Automations (time-based), and Macros with variable substitution.
  • Multi-brand support enables large organizations to route and isolate support by product line or subsidiary.
  • Scalable from small teams on Team plan to global enterprises on Enterprise Plus with sandbox and disaster recovery options.
  • Large partner ecosystem and marketplace with hundreds of pre-built integrations reduces integration work at deployment.

Weaknesses

  • Per-agent pricing with aggressive feature gating makes lower tiers feel artificially limited.
  • No native full-KB export — Help Center content requires API scripting to extract.
  • AI features are add-on priced and behave inconsistently, not deeply embedded in core workflows.
  • Implementation timelines for complex multi-channel setups routinely exceed initial estimates by weeks or months.
  • Knowledge base and help center functionality are separate from core ticketing with their own permission model and versioning.

Complexity grading

How hard is this migration?

Standard Helpdesk migration. 1 of 7 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Attendo and Zendesk.

  • Object compatibility

    B

    1 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

    Attendo: Not publicly documented.

  • Data volume sensitivity

    B

    Attendo doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Attendo to Zendesk 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 Attendo to Zendesk data migrations

Answers to the questions buyers ask most during Attendo to Zendesk migration scoping. Not seeing yours? Book a call.

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Most migrations land between two and three weeks for accounts under 2,000 employee records with no project or task data. Migrations with large attendance histories (over 50,000 records), multi-level project-task hierarchies, or document-heavy employee profiles requiring file re-association extend to five to seven weeks. The no-API constraint on Attendo adds discovery time because the export pathway must be assessed and validated before data extraction begins.

Adjacent paths

Related migrations to explore

Ready when you are

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