Uber's CTO embedded its top AI engineers in HR, finance, and legal, and found better ways to build (www.businessinsider.com)

Uber has introduced a novel method of integrating AI into its operations called "Agentic Pods," where 30 top AI engineers collaborate directly with teams in finance, legal, and human resources. Over two weeks, these engineers observe workflows and develop AI agents to automate tasks that previously required extensive manual effort, like generating financial reports and allocating capital across multiple cities. The results have been impressive, with report preparation time reduced from two days to just 10 minutes and capital allocation taking only 30 minutes instead of 15 hours. This innovative approach marks a significant shift in how Uber leverages AI to enhance operational efficiency, even amidst ongoing industry layoffs. By embedding engineers deeply within different business units, Uber aims to gain a detailed understanding of processes that can't be captured through traditional documentation. Although challenges remain regarding the justification of AI spending and the translation of investments into consumer features, Uber plans to scale this initiative further to fundamentally change its operations. This model highlights the potential for AI to drive tangible improvements across various sectors within a company.