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How to store multiple applications in one Jira Data Manager attribute

Andrew Winter
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April 28, 2026
I am working with Jira Data Manager / Assets and need to associate more than one Application to a single logical record (for example, a service, component, or capability). I attempted to store multiple applications within a single attribute (for example, using comma-separated values), but Jira Data Manager treats this as one combined value rather than recognising each application separately. This causes issues with reporting, relationships, and data accuracy. I would like to understand: - Does Jira Data Manager support multi-valued attributes? - If not, what is the recommended modelling approach? - Should Applications be separate objects referenced multiple times? - Is a many-to-many (junction) object the expected solution? The goal is to follow Atlassian best practices, maintain normalized data, and support accurate reporting.
the example being a CSV file to Data Manager then we map from there and import it. we have an Application attribute but with One application against 1 server but we wish to account for more than 1 application without the Data Manager import failing and also the imports being able to match against our Application Object types in our Jira Schema.

1 answer

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Tomislav Tobijas
Community Champion
May 2, 2026

Hi @Andrew Winter ,

I believe the best practice here would be to treat Application as separate objects and then use object references to link those.
Just check that within a specific object attribute, cardinality is set to "More than one" or a specific maximum.

As for Data Manager and import via CSV, you could try to use double-pipe || as a separator. Note that I didn't test this out (read the docs here). For example:

Server_01, App_A||App_B||App_C

I think there are advanced mapping options for the import (by using AQL), but I haven't worked with that for a while 🫤

Cheers,
Tobi

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