AI 50: America’s Most Promising Artificial Intelligence Companies

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This 2021 ForbesAI50 list features 31 companies appearing for the first time, while seven have qualified for three years in a row:

Reporting by Helen Popkin, Aayushi Pratap and Nina Wolpowhe Covid-19 pandemic was devastating for many industries, but it only accelerated the use of artificial intelligence across the U.S. economy. Amid the crisis, companies scrambled to create new services for remote workers and students, beef up online shopping and dining options, make customer call centers more efficient and speed development of important new drugs.

Our list was compiled through a submission process open to any AI company in the U.S. and Canada. The application asked companies to provide details on their technology, business model, customers and financials like funding, valuation and revenue history .received several hundred entries, of which nearly 400 qualified for consideration. From there, our data partners applied an algorithm to identify 100 companies with the highest quantitative scores—and that also made diversity a priority.

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