Boston Consulting Group (BCG) is using an AI agent called Jamie to enhance its sales team's customer interactions by learning from both the best and worst behaviors of top salespeople [1, 2]. Jamie is trained with internal expertise, client knowledge, and recordings along with transcripts of sales calls to identify which behaviors drive success and which hinder performance [1, 2].
After each sales call, Jamie provides personalized scorecards to sellers that highlight their strengths and pinpoint areas needing improvement [1, 2]. The AI system continuously updates its models with fresh conversation data to refine its coaching and feedback over time [1, 2].
Japjit Ghai, managing director and partner at BCG X, explained, "We trained the agent by studying the best sellers — their call transcripts, how they engage with customers — and teaching Jamie to do the same. We also trained Jamie not to replicate the worst seller experiences" [1]. He added that the AI focuses on understanding sales behaviors that resonate with customers rather than mimicking individual sellers [1, 2].
Similar efforts have been made by other companies. In 2025, software firm Vercel created an AI sales agent modeled on its top sales development representative, allowing it to reduce a 10-person sales team to a single employee overseeing the AI [1, 2].
David Totten commented in Chinese, "以表現最佳的員工為典範一直是標準的商業慣例，不同之處在於，現在科技讓我們得以加速實現" (Using the top performers as models has long been standard practice; the difference now is technology accelerates this) [2].
BCG’s application of Jamie marks a step in applying AI to tailor individualized sales coaching, with ongoing updates planned as the system learns from new sales conversations [1, 2].
