Summary
This document is a technical report detailing the K2view Test Data Management (K2tdm) platform, which organizes test data management into three key phases: extraction, organization, and operation. The extraction phase involves ingesting data from various sources, including structured and unstructured data, and includes a sensitive data discovery process that uses customizable rules for data classification and masking. The organization phase structures the imported data into discrete business entities, creating Micro-Databases that centralize data and maintain referential integrity. The operation phase allows users to provision test data sets through data subsetting and synthetic data generation, utilizing various methods including rules-based and machine learning techniques. The report also highlights the platform's self-service web portal for test data access and integration capabilities with existing CI/CD pipelines. Overall, K2tdm aims to streamline testing and development cycles by addressing common bottlenecks in test data provisioning and management.
