QED Software

QED Software was hired by Business Ergonomics LTD to benchmark data and perform analysis for various areas such as Fraud Detection, Customer Lifetime Value, Default Risk Assessment, and Churn Prediction. The team of 2-5 employees from QED Software managed to identify and characterize benchmark datasets for scoring, analyze previous outcomes, design and test models against the datasets, and investigate the importance of distinct attributes. A thorough report detailing the findings was compiled and potential data sources for evaluating the reliability of BE client users were researched. The client found QED Software through an online search and a referral, and chose them for their great cultural fit and good value for cost.

In another project, QED Software was hired by BAKERS Sp. z o.o., a company operating in the recommerce area of the clothing industry, to develop AI-based software for e-commerce circular stores. The specific goals included predicting clothing qualification on a yes/no basis, identifying similar garments, pairing new garments with existing items in the database, and estimating the value of clothing. The QED Software team, consisting of 2-5 employees, developed guidelines, evaluated data quality, prepared models, conducted tests of model effectiveness, provided an XAI class tool, installed the model prototype in the production environment, optimized model performance, and prepared a tool for selecting clothing for valuation. The client found QED Software through an online search and a referral, and chose them for their proximity, pricing, and good value for cost.