Arize AI Helps Us Understand How AI Works

As key functions in our society become more digitized, we come to rely on artificial intelligence (AI) to run these processes. While AI and its specialized forms such as machine learning (ML) are powerful tools, its practitioners generally lack insight into how these tools generate outputs. The lack of explainability and observability prevents AI and ML from being trusted tools in critical areas of human activity, such as getting approved for a loan or undergoing procedures to diagnose a disease. Fortunately, Jason Lopatecki and Aparna Dhinakaran understand the importance of explainability and observability of AI and ML in their prior professional experiences, creating Arize AI as the tool they never had. Arize AI is production-grade infrastructure tool used by developers to monitor, assess, understand how their deployed AI works.