Kaskada
Kaskada is a next-generation streaming engine that connects AI models to real-time and historical data. It offers real-time aggregation, event detection, and history replay capabilities, allowing users to precompute model inputs from streaming data, trigger AI behaviors based on events, and backtest using time-travel and point-in-time joins. Kaskada integrates seamlessly with Python's AI/ML ecosystem, enabling data loading, processing, training, and serving all in one place without infrastructure provisioning. Built with Rust and Apache Arrow for efficiency and reliability, it supports large historic and high-throughput streaming queries with automatic recovery. Kaskada's cloud-native design and partitioned execution enable scalability. The company was founded by core contributors to Apache Beam, Google Cloud Dataflow, and Apache Cassandra.
Kaskada
Kaskada is a next-generation streaming engine that connects AI models to real-time and historical data. It offers real-time aggregation, event detection, and history replay capabilities, allowing users to precompute model inputs from streaming data, trigger AI behaviors based on events, and backtest using time-travel and point-in-time joins. Kaskada integrates seamlessly with Python's AI/ML ecosystem, enabling data loading, processing, training, and serving all in one place without infrastructure provisioning. Built with Rust and Apache Arrow for efficiency and reliability, it supports large historic and high-throughput streaming queries with automatic recovery. Kaskada's cloud-native design and partitioned execution enable scalability. The company was founded by core contributors to Apache Beam, Google Cloud Dataflow, and Apache Cassandra.