We introduced Real-Time Mode (RTM) last year which enabled customers to build low-latency, operational use cases. This was a game changer because it allowed customers to process streaming data in milliseconds, up to 100x faster than traditional micro-batch architecture. Furthermore, they no longer needed to maintain separate, specialized engines like Flink alongside Spark, eliminating duplicate codebases, fragmented governance models, and operational overhead.