Arize is an AI observability platform founded by Jason Lopatecki and Aparna Dhinakaran that addresses the challenges of AI performance monitoring. It uses a unique 'council of judges' approach that involves assessing AI models both through various AI systems and human input. The platform helps companies evaluate and troubleshoot their AI products throughout their lifecycle. Sparked by issues faced in their previous ventures which relied heavily on AI, the duo recognized the significant need for effective AI monitoring tools as AI becomes integral across industries.
"We both saw the problem space and really had that idea that AI is going to be high stakes in more and more organizations everywhere..."
"This approach includes evaluating AI with different AI models - which Lopatecki joked is, yes, very meta - in addition to having humans in the loop."
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