Kaskada is a modern brand specializing in event-based data processing. They offer a query engine designed to tackle the unique challenges of building and operating real-time machine learning (ML) at scale. With Kaskada, users can easily build real-time AI applications in minutes, making it a powerful tool for businesses in various industries.

Kaskada's query language is based on the best features of SQL, providing a more expressive and concise way to compute over events. It allows users to reason about events in bulk and in real-time, making it easier to understand when things happen, the state at specific points in time, and how results change over time. The brand's query engine is implemented in Rust and built on Apache Arrow, ensuring high performance and efficiency.

It offers a range of features such as stateful aggregations, automatic joins, event-based windowing, pipelined operations, row generators, continuous expressions, native time travel, and a simple and composable syntax. With Kaskada, users can aggregate events to produce continuous timelines, observe the value of aggregations at arbitrary points in time, pivot from events to time-series, shift values forward in time, and more. The brand's technology is designed to eliminate dependencies and make queries understandable and easy to refactor.

Kaskada's benefits include being modern, high-efficiency, and easy to install and run on existing hardware. Whether it's for analytics, data processing, or real-time AI applications, Kaskada is a reliable and powerful solution for handling event-based data at scale