Amazon Kinesis Data Analytics vs. Estuary

Amazon Kinesis Data Analytics is the easiest way to transform and analyze streaming data in real time with Apache Flink. Kinesis Data Analytics reduces the complexity of building, managing, and integrating Apache Flink applications with other AWS services. Kinesis Data Analytics takes care of everything required to run streaming applications continuously, and scales automatically to match the volume and throughput of your incoming data.

Estuary, formerly known as Estuary Flow, is the dependable Right-Time Data Platform that unifies CDC, batch, streaming, and app-sync pipelines into one managed system. Instead of stitching together brittle stacks like Kafka + Debezium or juggling separate ELT, CDC, and streaming tools, you get a single platform that powers analytics, operations, and AI with the cadence and cost control you choose. Move data at the right time for the job: sub-second for operations and AI, near-real-time for applications, or scheduled batch for analytics.