The article presents AI role-play as a way to find communication gaps before they affect customer negotiations. It recommends treating hesitation and unclear responses as specific development needs rather than broad personality judgments. Sales pricing and consistent preparation across distributed teams are the main applications.
Start by identifying consequential conversations and the behavior to practice. Personalized AI counterparts should create an exchange that changes with the learner's response and supports repeated attempts. Use feedback to guide further training and translate commercial expertise into agreed scenarios. Georgia is promoted as infrastructure for that process.