Step-by-Step Guide to a Smooth Zendesk to JSM Migration

Migrating from one service management platform to another can seem like a daunting task. Organizations often start with Zendesk for customer service and later realize the need for a more flexible, ITIL-aligned and enterprise-ready solution. Jira Service Management (JSM) becomes the natural next step for many companies looking to unify IT and business support functions.

The key to success lies in planning, execution and adoption. In this guide, we’ll walk through each stage of migrating from Zendesk to JSM, highlighting best practices and considerations along the way.

Why Organizations Move from Zendesk to JSM

Before jumping into the process, it’s helpful to understand the most common reasons businesses make the switch:

• Stronger ITIL Alignment: JSM supports incident, problem, change and service request management out of the box.
• Better Integration with Development Tools: Direct connections with Jira Software, Confluence and Bitbucket improve collaboration between support and engineering.
• Enterprise Scalability: JSM handles complex workflows and multi-department needs without relying on numerous add-ons.
• Cost Optimization: Licensing and feature availability often prove more sustainable at scale.

With these motivations in mind, let’s break down the migration journey step by step.

Step 1: Assess Current Zendesk Usage

Every migration begins with a clear understanding of what’s already in place. Take time to document:

• Ticket Volume and Categories: How many requests are handled monthly and what are the most common types?
• Workflows: Which approval chains, routing rules and automation exist today?
• Custom Fields: Identify which fields are critical and which are redundant.
• Knowledge Base Content: Review self-service articles that need to be preserved.
• Integrations: Note third-party tools currently connected to Zendesk.

This assessment provides a baseline for mapping Zendesk features into JSM’s ecosystem.

Step 2: Define Migration Goals

Clearly outline what you want to achieve with JSM. Common goals include:

• Improving SLA compliance.
• Unifying IT and business service requests into a single portal.
• Connecting support tickets directly with engineering tasks.
• Reducing reliance on third-party add-ons.

Defining success criteria upfront ensures your migration delivers measurable improvements.

Step 3: Prepare Your JSM Environment

Before migrating data, configure your JSM instance. This includes:

Project Setup

• Create separate service projects for IT, HR, facilities or customer support as needed.
• Choose request types that mirror or improve upon your Zendesk categories.

Workflows and SLAs

• Map existing Zendesk workflows into JSM, then refine them for efficiency.
• Define SLAs based on business needs, using escalation rules to avoid breaches.

Automation Rules

• Build automation for routing, notifications and approvals.
• Start with simple rules and expand gradually.

Knowledge Base

• If using Confluence, integrate it with JSM to provide customers and employees with a self-service portal.

By preparing your JSM environment first, you’ll have a stable destination for migrated data.

Step 4: Map Zendesk Data to JSM

Data mapping ensures information flows correctly from Zendesk into JSM. Typical mappings include:

• Tickets → Issues: Zendesk tickets become JSM issues.
• Ticket Types → Request Types: Incidents, service requests or changes map to JSM categories.
• Custom Fields → Custom Fields: Transfer key fields directly into JSM equivalents.
• Users → Customers/Agents: Match Zendesk user roles with JSM roles.
• Knowledge Base → Confluence Pages: Articles migrate into structured Confluence spaces.

Plan carefully to avoid unnecessary clutter—this is an excellent opportunity to clean up outdated or unused fields.

Step 5: Choose a Migration Approach

There are two common approaches to Zendesk-to-JSM migration:

1. Manual Migration
   • Best for small datasets or when migrating only selected data.
   • Involves exporting Zendesk tickets via CSV and importing into JSM with mapping tools.
   • Requires more hands-on effort but allows selective data curation.
2. Automated Migration Tools
   • Ideal for large organizations with extensive ticket histories.
   • Tools such as Importers, APIs or migration partners handle bulk transfers.
   • Minimizes risk of human error and ensures data consistency.

The approach you choose will depend on scale, timeline and budget.

Step 6: Conduct a Test Migration

Before moving everything, perform a pilot migration:

• Transfer a sample set of tickets, users and workflows.
• Validate that ticket fields, statuses and attachments appear correctly.
• Test workflows to ensure automation and SLAs work as expected.

A successful test run reduces surprises during the full migration.

Step 7: Train Teams and Communicate Change

Technology alone doesn’t guarantee success—people do. Ensure your support teams are comfortable with JSM:

• Training Sessions: Provide hands-on workshops or e-learning modules.
• Knowledge Resources: Offer quick reference guides and FAQs.
• Stakeholder Communication: Keep teams informed about timelines, benefits and changes to processes.

When teams understand the “why” behind the migration, adoption rates increase significantly.

Step 8: Execute the Full Migration

Once your environment is ready and the test migration validated, proceed with the full migration:

1. Export all Zendesk tickets, users and knowledge base content.
2. Import into JSM using the defined mappings.
3. Validate data integrity—ensure no tickets or attachments are missing.
4. Assign user roles and permissions in JSM.

Schedule the migration during a low-traffic period to minimize disruption.

Step 9: Validate and Optimize

After migration, conduct thorough testing:

• Verify tickets, custom fields and historical data.
• Test automation rules, SLAs and workflows.
• Confirm knowledge base accessibility through the customer portal.

Gather feedback from agents and end-users, then fine-tune workflows and automation for efficiency.

Step 10: Monitor, Measure and Improve

Migration doesn’t end once data is moved. Continuously monitor performance:

• SLA Compliance: Measure improvements compared to Zendesk.
• Ticket Volume by Category: Identify trends in requests.
• Agent Productivity: Track how JSM’s automation reduces manual workload.
• Customer Satisfaction: Survey users to validate improvements.

Use these insights to optimize further and expand JSM capabilities across departments.

Best Practices for a Successful Migration

• Clean Before You Move: Remove unused fields, redundant workflows and outdated knowledge base content.
• Engage Stakeholders Early: Involve IT, business teams and support agents in planning.
• Start Small: Run pilots before migrating all data.
• Document Everything: Keep detailed notes of field mappings, workflows and migration steps for reference.
• Work with Experts: For large or complex migrations, consider a partner experienced with Atlassian tools.

Common Pitfalls to Avoid

• Overcomplicating Workflows: Keep workflows simple during migration; expand later once users are comfortable.
• Skipping Testing: Always test with sample data before a full cutover.
• Ignoring Training: Without proper onboarding, agents may struggle with the new system.
• Underestimating Data Quality Issues: Legacy data often requires cleaning—address this before migration.

Final Thoughts

Migrating from Zendesk to Jira Service Management can seem challenging, but with a clear plan and structured approach, it becomes a manageable project that yields long-term benefits. By assessing your current environment, preparing JSM in advance, carefully mapping data and involving teams throughout the process, you can ensure a smooth transition that sets your organization up for success.

The end result is a platform that supports IT, business and customer service teams in a unified way, with greater flexibility, ITIL alignment and scalability than Zendesk typically offers.

📧 Contact us at sales@clovity.com or visit 🌐 atlassian.clovity.com to get started today