The Data Governance experts comprising of Certified DBA’s, SQL & Data Modeling bring in rich experience in tools such as IBM Optim, GridTools, DataMaker, QuerySurge, etc.Ĭigniti’s extensive data consulting expertise helps you improve test effectiveness by using accurate test data, institutionalizing test data management process, implementing test data creation & simulation, data masking, data quality management, data subset, data archiving, automating test data management systems, & protecting data sensitivity. In addition, the custom accelerators developed by us aid in synthetic test data generation, test data optimization and test harnesses for a wide variety of platforms. With over 200 experts in the Data Governance practice, we have supported organizations in the implementation of solutions for centralized data governance, automated data management, data analysis & identification, and high availability of test data. A robust Test Data Management system, thus, is fundamental to the success of your data strategy & overall testing strategy.Īt Cigniti, we have implemented robust test data management practices for complex enterprise platforms. The successful outcome of any business testing is driven by the ability and availability of quality as-close-as real ’test data’. Test data quality management is highly challenging due to data sensitivity, complex infrastructure, heterogeneous data sources and of course, limited availability. Techniques to handle PII related data for being compliant with regulatory bodies such as HIPAA, PCI, GLBA, SOX, etc.Availability of the test data range required for end-to-end testing & coverage for all possible combinations.Managing the changes required to share data that may affect multiple projects.Managing the multiple sources & formats of data as required for testing.A huge volume of data for validating the business processes.Lack of processes to dispose of the test data when not needed.Some of the key challenges faced in a TDM strategy include: With inaccurate & inadequate data comes poor testing, results you can’t trust, and a whole lot of wasted time, money, and effort. Zastra.ai – Active Learning Driven Annotation Platform.iNSta – Intelligent Scriptless Test Automation.CESA – Customer Experience Sentiment Analyzer.Velocita – Test Automation Accelerators.Test Advisory & Transformation Services.
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