We need an API to get workflow transition associated to Projects in details like all the status , transitions
Welcome to the community @Parthiban Selvaraj !
You can refer this page: https://developer.atlassian.com/cloud/jira/platform/rest/v3/api-group-workflow-transition-properties/#api-group-workflow-transition-properties
You would need take a look at these sections:
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