ETL/ELT solutions provide the processes and tools needed to integrate data from disparate sources into a centralized data platform for analysis and reporting.
Pull data from various operational databases, files, applications into staging area.
02
Transformation
Consolidate, standardize, cleanse, enrich extracted data for consistency.
03
Loading
Migrate transformed data securely to target databases or data warehouses.
04
Logical Data Modeling
Design target schema optimized for queries rather than transactional systems.
healthcare case 1
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What Are the Advantages You Should Expect?
Single Source of Truth
Integrated data optimized for business intelligence and data science.
Governance
Standardized processes ensure data quality and accuracy over time.
Scalability
Tools handle big data volumes from multiple sources into analytics platforms.
Performance
Optimized schema and incremental loads speed queries and discoveries.
Troubleshooting
Audit trails and activity monitoring locate issues rapidly.