After introducing Codex, it grew to more than 10,000 active users and became our largest internal community in just a few months. >> I'm a part of Open AI COE Center of Excellence, where I am already into drive adoption of Codex [music] and broader Open AI product portfolio. Codex enable us automate high complexity instant analysis and also performance analysis as well. This analysis and the record creation used to [music] require two days from our technical officials, but now Codex can complete it automatically in just 30 minutes. Even sales team are using Codex to automate tasks like customer list maintenance, which is creating new kinds [music] of workflow change we hadn't seen before by Codex.