How to Migrate from Jira to an All-in-One Work OS
Jira is the deepest issue tracker in wide use, and leaving it deserves real caution. The teams that move successfully are usually not pure engineering shops but cross-functional teams that need Jira to talk to everything else.
Jira is powerful for good reasons. Its workflow engine, custom issue types, JQL, and agile boards give engineering organizations control that few tools match, and for complex software delivery it remains a serious choice. A migration guide should start by respecting that depth.
The teams that most often benefit from moving are cross-functional ones, agencies, product studios, and operations-heavy companies, where Jira runs engineering but everything around it, the client, the contract, the roadmap communicated to non-engineers, lives elsewhere. For them the cost is the constant translation between Jira and the rest of the business. A unified work OS can reduce that by hosting the surrounding work on the same model.
Decide what actually needs to move
A wholesale Jira migration is rarely the right scope. Separate the parts that must move from the parts that can stay or be archived, because Jira's depth means migrating everything faithfully is expensive and often unnecessary.
- Active issues and sprints for teams that are switching, which migrate to tasks and projects.
- Closed issues, which are usually best preserved as a read-only export for history.
- Custom workflows, which should be simplified to the states your team truly uses.
- Engineering-specific work that may legitimately stay in Jira while the rest consolidates.
Export issues with their context
Jira supports CSV export and offers a JSON export via its REST API for more complete data, including custom fields, comments, and issue links. For anything beyond a simple task list, the API route preserves far more. Export with a dated snapshot and record the field configuration so you can map accurately.
The relationships that matter are issue links, epic and story hierarchy, assignees, and status history. Map Jira users to destination accounts, translate complex workflows into a simpler standardized set of statuses, and preserve created and resolved dates so velocity reporting stays intact. Pilot with one project or board before moving the rest.
Be deliberate about custom fields, because Jira instances accumulate them relentlessly, and a large organization can have hundreds, many unused. Export a report of field usage if your instance supports it, migrate only the fields that carry real information, and let the rest stay behind in the archive. This single act of pruning often does more to make the destination usable than any other decision in the migration.
Do not force a like-for-like rebuild
Jira workflows can have dozens of states and transitions accumulated over years. Recreating them exactly imports complexity most teams no longer need. Use the migration to standardize on a lean workflow, keeping only the states that drive real decisions, and let the destination's automations handle transitions that were previously manual gates.
For teams that keep some engineering in Jira, treat the move as consolidation of everything around engineering rather than a rip-and-replace. A clean API connection can keep the two in step where genuinely needed.
Consolidate the work that surrounds delivery
The strongest case for moving off Jira is not that Jira tracks issues poorly, but that the client, contract, roadmap, and reporting around delivery should not live in a separate universe. A unified work OS puts them on one record so the story of a feature and the story of the client it is for are finally the same story.
Atlas is designed for that cross-functional consolidation. Projects, tasks, CRM, contracts, and analytics share one model, so delivery connects to the business without translation. See /all-in-one for the surface and /pricing to pilot the move, keeping a specialized tracker where it still earns its place.