eQube-DP is an In-Memory solution that assesses data quality, provides data correction/repair capabilities and management of data sets. It identifies anomalies, similarities, and patterns in the data and compares data sets from multiple systems. This is an essential step in establishing transformation rules for application migration and integration plus providing continuous health monitoring.

The eQ Approach

Through the eQube-DP solution, eQ deliver an alternative to manual and query based analysis. Using a business rules engine with advanced semantic mapping and logic, eQube-DP interrogates single or multiple complex data sources to deliver an initial data quality score, presenting the types of data issues in user friendly interactive reports, classifying the issues by various means such as duplication, incorrect formats, nulls, typing errors etc. These and many more methods can be configured using rules to highlight the data quality challenge and real time state. Using a method known as snapshots, we can capture data quality state at any point in time, lock the results and provide comparison states over any period to allow for trend analysis.
 



Sample Use Cases:
 
  • Legacy data clean up pre-migration
  • To de risk Migration and Integration projects by driving the requirements, configuration of the target system and business decisions required for successful deployment
  • Automatically Repair Data and provide real time health monitoring
  • To compare multiple data sources, BOM's, attributes and data directly via standard connectors on a real time or scheduled basis
  • Data quality trend analysis
  • Master Data Management to control, track and audit changes to data sets and provide capability to merge data sets


Automated Repair & Health Monitoring Process
 
  • Aggregate & Analyse multiple data sets, applying validation rules
  • Report on data issues, anomalies found or data set comparisons(eQube-BI)
  • Make changes in-memory with automated business approval process to undertake repairs
  • Once approvals are in place, automatically update source systems based upon defined business logic and rules (Using BPM capability in eQube-MI)


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