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Arize AI hopes it has first-mover advantage in AI observability


Arize helps companies test and evaluate AI products as they are building them and observe them for errors once they are live.

There are numerous observability platforms that monitor and evaluate cloud software, like Dynatrace and ServiceNow, which flag potential code errors or failures so engineers can find and fix them. Aparna Dhinakaran, a co-founder and CPO at Arize (pictured above right), who met Lopatecki through TubeMogul, had run into similar issues developing language models without having the proper tools to test and evaluate as she built. Dhinakaran said that they think that Arize offers both pre- and post-launch evaluations, and can be used across a variety of different AI applications, which helps the company stand out; although, there are companies with very similar offerings like Galileo, which has raised $68 million in venture funding, and Patronus AI, which has raised $20 million in funding.

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