Deep visibility into Flink stream processing enables faster AI innovation and deep auditability
Flight data recorder for real-time AI
Building on years of research and development in real-time military intelligence, Datorios provides unprecedented insight into streaming data that powers AI applications and other real-time systems. Datorios reveals exactly what your data looks like as it is transformed and processed within an Apache Flink-based data pipeline. As a result, developing, troubleshooting, and auditing real-time AI applications is much easier.
“The most innovative companies trust AI to autopilot their operations,” he said.
Data is continuously streamed to the AI system, which automates processes such as: scam Discovery, product recommendations, vehicle routing, and more. Often sent through Apache Kafka and processed by applications written with Apache Flink. There are hundreds of ways streaming data can be interrupted. It may arrive out of order, multiple times, or in an unexpected format.
Apache Flink developer essentials
Datorios solves a very difficult problem of allowing Apache Flink developers to see this data and the different ways it changes at each step of an Apache Flink program. This is extremely important to speed up development and help engineers perfect handling real-time data.
Datorios provides Flink developers with:
- Event visualization – See the flow of data through each processing operation.
- Event Search – Track specific events. Ideal for audit and regulatory compliance.
- Condition monitoring – See how conditions change during each processing step.
- Window Analysis – Dig into the internal processing of windows, including processing order, delays, discarded records, state evolution, and window output.
- Record and playback – Share your data processing videos with other developers.
“I've been using Apache Flink for many years, so I'm excited to use Datorios,” he said.
Exploring Datrios is free
Datorios is currently open to the public with few restrictions and you can sign up and start using it for free here. Ideal for those who want to try out the tool's features without initial investment. To learn more about Datorios, visit our documentation page or connect with Datorios community members in our Slack channel.
About Datrios
Rooted in the collective wisdom of the Apache Flink community and addressing the unique challenges faced by enterprises, Datorios is the first data observability platform for Apache Flink, empowering data engineers to power real-time business innovation and gives the ability to perform data processing. It is the norm for organizations, not the exception. Datorios is a remote-first employer, with our headquarters located at
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