Ex-consultants quit Big Four to launch AI startups
A growing wave of former consultants from top-tier firms like McKinsey, Bain, and BCG are leaving to become AI founders. Traditionally, the path to partnership at these companies was the ultimate career dream. However, the current AI boom has shifted the landscape, lowering barriers to entry for building companies and making the advisory role feel insufficient to some professionals. According to recent discussions, many of these individuals felt a long-standing desire to build rather than advise. For some, the rapid reshaping of industries by artificial intelligence provided the perfect timing to make the leap. Others viewed owning a business as the natural progression after years of recommending strategies to clients. This trend extends beyond the classic "MBB" firms, with a noticeable exodus from the Big Four accounting and consulting giants as well. James Ransome, a strategy lead at Patrick Morgan, noted a significant drift of partners away from traditional consulting powerhouses last year. Conversely, hiring at these established firms has slowed considerably. Data from workforce intelligence firm Revelio Labs indicates that entry-level inflows into consulting firms dropped by 54% year-over-year in June 2025. Even at the manager level, monthly new hires fell by 22% during the same period. The transition from corporate consulting to startup life has not been easy for these former employees. Nathan Wangliao, who left McKinsey in his twenties, described the stark contrast between his previous high-perk office environment and his current reality in a small coworking space. He noted the challenge of having to figure everything out from scratch. In his first month, the fear of the unknown was so intense that he considered returning to the corporate world. A critical part of this shift involves unlearning deep-seated consulting habits. Many founders found they had to overcome tendencies toward overanalysis, the pursuit of perfect data, and risk aversion. Instead, success in the startup ecosystem requires a mindset of moving fast with scrappy pragmatism. These former consultants emphasized that the skills honed in large firms provided a foundation, but the ability to pivot and execute quickly was essential for survival in the volatile AI sector. Four former consultants were interviewed to discuss their motivations for leaving major firms, the specific lessons they carried over from consulting, and the challenges they faced in breaking away to build their own AI ventures. This movement highlights a broader cultural shift where the allure of entrepreneurship is overtaking the stability and prestige of traditional management consulting roles.
