Inside America’s Most Promising Artificial Intelligence Companies In 2022 | Forbes

The mad scramble to adopt Artificial Intelligence amid the Covid-19 crisis is officially old news. We interact with AI as seamlessly as we do our smartphones, through voice assistants, customer service, automated tasks, self-checkout, fraud detection, in healthcare decisions and infinitely more invisible applications that affect our daily lives. Investments in AI research and applications are set to hit $500 billion by 2024, according to research firm IDC. And PwC predicts AI will contribute $15.7 trillion to the global economy by 2030. With all that money flowing, it can be hard to figure out what the coming thing is, but certain trends do emerge.

Our fourth annual AI 50 list, produced in partnership with Sequoia Capital, recognizes standouts in privately-held North American companies making the most interesting and effective use of artificial technology. This year’s inductees reflect the booming VC interest as well as the growing variability in AI-focused startups making unique uses of existing technologies, others developing their own, and many simply enabling other companies to add AI to their business model.