An ETL solution for customer segmentation.
The client sought a business solution to architect, configure and support their Extraction, Transformation and Loading (ETL) processes for a large data warehousing project. we delivered a highly scalable solution.
Consolidate the ETL processes.
Optimize the extraction and data loading process.
Customize the ETL product as per requirement.
Enhance error handling & notification system.
There were multiple challenges while developing the solution like,
Consolidating huge amount of data
Developing fault tolerant ETL jobs
Delivering minute level in depth data analytics on massive amount of data.
System architecture
We followed an iterative phased approach to implement the solution that included the following phases:
Business requirements analysis.
Architecture design.
ETL (Extract, Transform and Load).
Designed a proper alerting system for errors.
We also developed a custom tool using for customer segmentation analysis.
By using our enhanced Big Data solution, the client got performance and revenue gain by 12% monthly.
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