Kaskada is a pioneering feature engineering platform designed to enhance machine learning models by enabling time travel capabilities. This innovative technology allows data scientists and machine learning engineers to compute feature values at any point in time, ensuring accurate and production-ready models without data leakage. Kaskada serves clients in various industries who require precise and reliable machine learning solutions, operating primarily in the data science and artificial intelligence markets. The business model is based on a subscription service, where clients pay for access to the platform's advanced feature engineering tools and capabilities. Revenue is generated through these subscriptions, offering scalable solutions for businesses of all sizes.

Keywords: feature engineering, time travel, machine learning, data science, AI, production-ready, data leakage, temporal joins, event-based data, subscription service.