The challenge
- Jira hosted on-premises with no public inbound access allowed.
- Required custom extraction across issues, projects, users, comments, worklogs, boards, sprints, and custom fields.
- Outbound HTTPS/TLS access from the SHIR to ADLS DFS/Blob endpoints was blocked.
Our approach
- Stood up Azure Data Factory with a Self-hosted Integration Runtime as the secure on-prem bridge.
- Built REST-based extraction with JQL filtering, pagination, and incremental patterns.
- Landed raw JSON in ADLS Gen2 for traceability and downstream transformation.
- Diagnosed and corrected outbound TLS/firewall access to ADLS endpoints.
Results
Secure
Outbound-only on-prem to cloud path
Raw JSON
Landed in ADLS Gen2
Repeatable
Pattern for future Jira objects
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