Etiq.ai is a flexible and customizable software tool for data scientists, risk, and business managers in the insurance, lending, and the finance technology industry. Etiq helps to discover new business opportunities, mitigate risk, increase productivity, data accuracy, and transparency by identifying and mitigating unintended bias in machine learning algorithms. Etiq's functionality allows data scientists & risk managers to test and store pipelines, then make parallel comparisons between pipelines when experimenting with debiasing. It allows you to identify areas of improvement, perform model monitoring and diagnosis in your algorithms. For both tech and commercial teams, an interactive dashboard that helps understand and substantiate the drivers behind machine learning models, showcase risk evaluation, accuracy, fairness, and growth potential.