The challenge
- Move Oracle Cloud data into a centralized Azure analytics platform.
- Decide between API, database, or file-based extraction per source capability.
- Preserve source output for traceability before any transformation.
Our approach
- Used ADF orchestration with Oracle Cloud connection planning.
- Applied the same raw-landing-first lake pattern across sources.
- Organized ADLS by source and supported incremental extraction where available.
- Secured credentials and connection metadata.
Results
Centralized
Oracle Cloud data in ADLS
Consistent
Lake pattern across sources
Ready
For downstream curation & reporting
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