The document describes a case study on functional testing for a well log digitization tool developed for a client in the oil and gas industry, which faced challenges in accurate classification, quality control, and user interface design. Contata Solutions implemented a two-phase testing process, addressing performance optimization and ensuring the functionality of the tool amidst the complexity of various well log types. The project highlights the need for specialized expertise and the shift from pixel-based to depth-based digitization methods.