Helpdesk migration

Migrate from Sqanit to Zendesk

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

Sqanit logo

Sqanit

Source

Zendesk

Destination

Zendesk logo

Compatibility

50%

5 of 10

objects map 1:1 between Sqanit and Zendesk.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Sqanit to Zendesk is a migration from a QR-code-driven post-sale service layer built for durable goods manufacturers to a general-purpose enterprise helpdesk with mature API tooling. Sqanit organizes data around Devices (digital twins), Service Tickets, Organizations, and linked interaction history; Zendesk uses Tickets, Users (Agents and End Users), Organizations, and Articles. The migration requires extracting Sqanit data through whatever access mechanism is available (direct database, custom script, or Sqanit GmbH export), then mapping device-linked ticket context into Zendesk's standard fields and custom fields. We preserve the device-to-ticket chain by storing Sqanit device identifiers in Zendesk custom fields, maintain technician and end-user identity through Zendesk User provisioning, and deliver a written inventory of any compliance records and multilingual KB content requiring manual rebuild in Zendesk Guide.

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

Sqanit logo

Sqanit

What's pushing teams away

  • Pricing opaqueness: Sqanit uses flexible project-based pricing with no public tier structure, making budget planning and competitive comparisons difficult.
  • Limited API documentation: no publicly documented migration API means bespoke integrations or bulk data exports require developer involvement and custom tooling.
  • Niche market position: the platform targets complex durable goods manufacturers, so generic CRM or helpdesk teams find fewer community resources, reviews, or integration templates.

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 Sqanit objects map to Zendesk

Each row shows how a Sqanit 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.

Sqanit

Device / Digital Twin

maps to

Zendesk

Organization or User custom fields

lossy
Fully supported

Sqanit Devices (serial, model, install date, owner, compliance status) have no direct Zendesk equivalent. We store Sqanit device identifiers, model, and serial as Zendesk Organization custom fields (sqanit_device_id, sqanit_device_model, sqanit_serial) so that support staff can reference device context on any ticket. If the customer requires a formal asset management capability, we recommend a Zendesk SunCo partner app or a separate asset management integration post-migration.

Sqanit

Service Ticket / Case

maps to

Zendesk

Ticket

1:1
Fully supported

Sqanit Service Tickets map to Zendesk Tickets. The Sqanit ticket status (open, in_progress, resolved, closed) maps to Zendesk ticket Status values. Priority maps from Sqanit priority levels to Zendesk Priority. The Sqanit device_id linking the ticket to a device is stored in a Zendesk custom field (cf_sqanit_device_id) so the device context survives migration. Assignee from Sqanit resolves to a Zendesk User by email match.

Sqanit

Organization

maps to

Zendesk

Organization

1:1
Fully supported

Sqanit Organizations (manufacturer accounts or enterprise customers) map directly to Zendesk Organizations. The Organization name, domain, and any custom fields migrate 1:1. Zendesk Organizations serve as the grouping mechanism for End Users and provide the context for SLA policies and ticket routing rules.

Sqanit

End User

maps to

Zendesk

End User (User type = end-user)

1:1
Fully supported

Sqanit End Users (consumers who scan QR codes) map to Zendesk End Users. We extract name, email, language preference, and device ownership links. The device ownership link is preserved by cross-referencing the sqanit_device_id stored on the related Zendesk Organization custom fields. End Users without email receive a generated placeholder email flagged for admin review.

Sqanit

Technician / Service Staff

maps to

Zendesk

Agent (User type = agent)

1:1
Fully supported

Sqanit Technicians map to Zendesk Agents. We resolve by email match against the destination Zendesk User table. Role assignment (admin, agent, or custom role) is set during migration based on the technician's permissions in Sqanit. Any technician without a matching Zendesk User is held in a reconciliation queue for the customer's Zendesk admin to provision before record import resumes.

Sqanit

Service History / Interaction

maps to

Zendesk

Ticket Comments

1:1
Fully supported

Sqanit interaction records (scans, AI-assisted resolutions, manual updates, technician replies) map to Zendesk Ticket Comments. We preserve the original timestamp, the actor (end user vs technician), and the interaction type as Zendesk comment attributes (public vs private). Multilingual content retains the original language tag. This preserves the chronological service history against each ticket.

Sqanit

Compliance Record

maps to

Zendesk

Ticket Attachments or Organization custom fields

lossy
Fully supported

Sqanit Compliance Records (inspections, certifications, regulatory filings per device) are device-linked and often industry-specific. We extract compliance record metadata as key-value pairs and store them in Zendesk Organization custom fields under the device context. For documents (PDFs, certificates), we migrate them as Zendesk Attachment records linked to the Organization or relevant Ticket. We flag any EU Digital Product Passport records requiring specific formatting for manual verification.

Sqanit

KB Article / Guided Workflow

maps to

Zendesk

Zendesk Guide Article

lossy
Fully supported

Sqanit KB articles and guided workflow content map to Zendesk Guide Articles under the customer's Zendesk Help Center. Locale tags from Sqanit (524+ supported languages) map to Zendesk Guide locale settings. We extract article title, body content, and locale, then publish to the corresponding Zendesk Help Center section. Workflow logic (branching, conditional routing) does not migrate as code; we document the workflow steps for the customer's admin to rebuild using Zendesk SLA policies and Macros.

Sqanit

Module Configuration (Service/Asset/CX)

maps to

Zendesk

Zendesk Suite tier selection

lossy
Fully supported

Sqanit's modular activation (Service Management, Asset Management, CX Management) has no direct Zendesk equivalent. We assess which Zendesk Suite plan covers the customer's activated modules: Suite Team covers basic ticketing, Suite Growth adds SLA and Multilingual content, Suite Professional adds advanced workflows, and Suite Enterprise adds custom roles and data center options. We recommend a Suite tier during discovery based on the active Sqanit module set.

Sqanit

Multilingual Content / Language Tags

maps to

Zendesk

Zendesk Help Center locale settings

lossy
Fully supported

Sqanit's 524+ language support for self-service content requires locale mapping to Zendesk Guide. Zendesk Guide supports 40+ locales natively. For any Sqanit locale not natively supported by Zendesk, we store the content in the closest available Zendesk locale and flag the article for manual translation or integration with a localization service. Language preference stored on Sqanit End Users maps to Zendesk User locale settings for ticket correspondence.

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.

Sqanit logo

Sqanit gotchas

High

No documented public API for bulk data export

Medium

Schema varies by customer configuration

Low

Internet Explorer deprecated in web interface

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

  • Sqanit has no documented public API for data extraction

    Sqanit provides no publicly documented REST or bulk export API. Migration requires direct database access, custom developer scripting against undocumented endpoints, or a data export coordinated directly with Sqanit GmbH. We work with the customer to identify what data is accessible through their configured modules before scoping the migration timeline. Any extraction delay extends the overall project timeline and may require parallel engineering time from the customer's development team to build a one-time export script. We flag this requirement during discovery and plan buffer time for extraction before migration mapping begins.

  • Device-to-ticket context requires custom field mapping

    Sqanit's core value proposition is linking every ticket to a device (digital twin). Zendesk has no native device or asset object. We preserve the device context by storing Sqanit device identifiers in Zendesk Organization or Ticket custom fields, but this requires the customer to define the custom field schema before migration. Tickets without a mapped device_id may lose service history continuity for end users who reference prior device interactions. We validate device linkage completeness during reconciliation and flag any orphaned tickets for manual resolution.

  • Multilingual KB content may require manual rebuild for unsupported locales

    Sqanit supports 524+ languages for self-service content. Zendesk Guide supports approximately 40 locales natively. For any Sqanit locale not natively supported, the article content migrates to the closest available Zendesk locale or to a fallback locale, with the original locale flagged in a custom field. The customer's admin or a localization partner must handle translation for unsupported locales post-migration. We include a locale coverage report in the discovery output so the customer can plan translation scope before migration.

  • Sqanit workflows and AI-assisted routing do not migrate

    Sqanit's AI-assisted triage, guided workflows, and modular automation logic are configuration-specific and have no direct Zendesk equivalent. Zendesk uses Triggers, Macros, Automations, and SLA policies as its automation layer. We deliver a written inventory of every active Sqanit workflow with its conditions, actions, and recommended Zendesk automation equivalent, but we do not rebuild them as code. The customer's Zendesk admin or a certified Zendesk partner rebuilds automation logic post-migration as a separate engagement.

  • Compliance records lack a standard Zendesk structure

    Sqanit Compliance Records (inspections, certifications, EU Digital Product Passport entries) vary by industry and customer configuration. Zendesk has no native compliance tracking object. We extract compliance metadata and attach it as custom fields on the relevant Organization or Ticket, but the structure is not standardized. For regulated industries (medical devices, EU DPP-mandated products), the customer's compliance team should verify that the migrated compliance context meets internal audit requirements before going live.

Migration approach

Six steps for a successful Sqanit to Zendesk data migration

  1. Discovery and extraction assessment

    We audit the Sqanit account across all activated modules (Service Management, Asset Management, CX Management), record counts (Devices, Tickets, Organizations, End Users, Technicians, Interactions), custom fields, and any compliance or KB content. We specifically assess the extraction path: whether the customer has direct database access, whether Sqanit GmbH can provide a data export, or whether custom scripting is required. We deliver a written extraction plan, record inventory, and a Zendesk Suite tier recommendation based on the customer's active Sqanit module set.

  2. Extraction and data validation

    We coordinate with the customer's technical team or Sqanit GmbH to extract data in a structured format (CSV, JSON, or SQL export). We validate the export against the Sqanit record counts reported during discovery, identify any gaps, and clean the data for mapping. Any extraction delays are flagged immediately with a revised timeline impact. We do not proceed to Zendesk schema design until a validated data extract is available.

  3. Zendesk schema design and custom field provisioning

    We design the Zendesk destination schema: custom fields for device_id, device_model, and serial on Organization or Ticket objects; user fields for sqanit_language_preference; attachment handling configuration for compliance documents. We define the mapping plan for ticket Status, Priority, and type values, and configure the Zendesk Help Center structure for KB article migration. Schema is validated in a Zendesk sandbox or staging environment before production migration begins.

  4. User provisioning and reconciliation

    We extract every distinct Sqanit End User and Technician and map them to Zendesk User accounts. Technicians map to Zendesk Agents with role assignment based on Sqanit permissions. End Users map to Zendesk End Users. We match by email where available; records without email receive a placeholder flagged for admin review. Any Technician without a matching Zendesk User goes to a reconciliation queue for the customer's Zendesk admin to provision before record import resumes.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Organizations (from Sqanit Organizations), then Users (Agents and End Users), then Tickets (with device_id custom field populated from Sqanit device records), then Ticket Comments (interaction history), then Attachments (compliance documents, images). Each phase emits a row-count reconciliation report before the next phase begins. We use Zendesk's REST API with rate-limit handling and exponential backoff for large record sets.

  6. KB migration and workflow handoff

    We migrate Sqanit KB articles and guided workflow content to Zendesk Guide, mapping locale tags and preserving article structure. Multilingual content is flagged for any locale not natively supported by Zendesk Guide. We deliver the Workflow and automation inventory document to the customer's Zendesk admin team. We support a one-week hypercare window where we resolve reconciliation issues. We do not rebuild Sqanit workflows as Zendesk Triggers, Macros, or Automations inside the migration scope; that is a separate engagement.

Platform deep dives

Context on both ends of the pair

Sqanit logo

Sqanit

Source

Strengths

  • QR-code-first UX eliminates app adoption friction for end customers across 524+ languages.
  • Real-time digital twins create a persistent device service history visible at every interaction.
  • Modular architecture allows incremental rollout of service, asset, and CX capabilities.
  • AI-assisted triage and guided workflows target higher first-contact resolution rates.
  • EU regulatory alignment with Digital Product Passport requirements for manufacturing.

Weaknesses

  • No publicly documented API or bulk export mechanism, limiting migration tooling support.
  • Flexible project-based pricing lacks tier transparency, complicating cost benchmarking.
  • Single verified review on major platforms provides minimal independent validation.
  • No Internet Explorer support, requiring modern browser environments for the web interface.
  • SME-to-enterprise targeting means limited mid-market or startup adoption and community resources.
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. All 7 core objects map 1:1 between Sqanit and Zendesk.

B

Overall complexity

Standard migration

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

  • Object compatibility

    A

    All 7 core objects map 1:1 between Sqanit and Zendesk.

  • 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

    Sqanit: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Sqanit 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 Sqanit to Zendesk data migrations

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

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Most migrations land between three and five weeks for accounts under 10,000 tickets and 5,000 devices with a clean schema and no compliance record migration. Migrations with large interaction histories (over 200,000 service records), multilingual KB articles requiring Zendesk Guide locale setup, or complex device-to-ticket lookups move to eight to twelve weeks because of Sqanit extraction coordination, custom field schema design, and multi-phase validation. The Sqanit extraction phase is the primary variable that can extend timelines beyond the initial estimate.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Sqanit.
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