Boston Consulting Group is turning its sales playbook into an AI experiment, training a digital agent not just on winning tactics but also on the missteps human sellers make. The project aims to codify what works in high‑stakes client conversations—while explicitly teaching the system what to avoid.

Early development: encoding best and worst behavior

In early 2026, BCG revealed it was building an AI sales agent named Jamie, drawing on transcripts and engagement data from client sales teams.¹ The system is fed call recordings, internal research, and client knowledge, which BCG describes as a “repository of often underleveraged assets” used to identify “what good looks like.”²

Japjit Ghai, managing director and partner at BCG X, explained that Jamie is trained on both top performers and weaker ones. The team “trained the agent by studying the best sellers — their call transcripts, how they engage with customers — and teaching Jamie to do the same,” while also training it “not to replicate the worst seller experiences.”¹

From modeling patterns to coaching humans

As the training progressed, BCG emphasized that the goal is not to clone any individual salesperson but to extract “historical patterns” that show which behaviors “tend to resonate better” and which “did not resonate.”¹ Jamie’s analysis is then used to generate personalized scorecards for human sellers after calls, highlighting strengths and weaknesses based on how they handled the conversation.²

BCG frames Jamie as an “always on muscle” that improves continuously with every interaction, distilling institutional know‑how rather than replacing people.² At the same time, the firm is part of a broader industry shift in which some companies, like Vercel, are already reducing human sales development headcount in favor of AI agents supervised by a single human.²

This dual use—coaching humans while potentially reshaping sales teams—highlights the central tension of Jamie’s rollout: a tool designed to elevate sales performance may also accelerate the very automation anxieties it is meant to address.