Kappa Architecture Trend 2026

A unified data processing model that eliminates batch and stream layers, handling all data as real-time streams. Kappa architecture simplifies pipelines by replaying historical data through the stream processor when needed. It benefits data engineers and organizations requiring low-latency analytics, enabling faster insights from time-sensitive data like IoT sensor feeds or financial transactions.