Data Management & Testing Services

Realizing that data is the biggest asset of their enterprise, organisations worldwide are embarking on creating a data strategy to leverage existing data and make informed decisions with accuracy, timeliness and completeness. Managing data for ease of access and central integrity is one of the cornerstones of data strategy. Data management plays a key role in setting the right roadmap for an organisation to handle its ever-growing data in a seamless manner.

Maveric’s test data management services help in identifying the right set of data and enable rapid deployment thereby ensuring the availability of validated and verified data for business users. We provide an end-to-end framework for creating comprehensive test data with importance on data being optimised, secure and automated.

Our services are delivered using a comprehensive, 5-phase approach. Key steps are outlined below:

  • Discovery: Data requirements are gathered and all the dependencies are mapped across the sub-systems.
  • Extraction: Custom scripts are developed for creating multiple data sets, metadata is obtained and mapped so that model changes can be accommodated at a later stage.
  • Masking: Sensitive data is identified for business and compliance requirement, business rules are created to apply as data masking standards and all business data gets encapsulated for anonymity.
  • Automation: Comparison checks are made to identify anomalies and inconsistencies and automated processes flag the inconsistencies unassisted.
  • Refresh: Baseline definition is carried out for updating the test data and refresh process gets established to ensure consistent test environments are maintained.

Process Cycle for Data Management Services

Phases of Approach for Data Managemet and Testing

Critical benefits of each phase:


  • Helps in identifying critical and non-critical data
  • Reduces data storage in non-production
  • Reduces infrastructure and processing costs


  • Rapid deployment with automated operations
  • Immediate environment readiness

Validation & Verification:

  • Compliance Assurance
  • Penalty avoidance
  • Offshoreability


  • User self service
  • Increased user productivity
  • Sharing of environment and resources