AI Erodes Consulting’s 2-Year Apprenticeship as 500,000 Monthly Prompts Replace Junior Analyst Work
Updated
Updated · The Guardian · Jun 22
AI Erodes Consulting’s 2-Year Apprenticeship as 500,000 Monthly Prompts Replace Junior Analyst Work
1 articles · Updated · The Guardian · Jun 22
Summary
Entry-level consulting roles are shifting toward fact-checking and prompt use, hollowing out the two-year apprenticeship that long sold firms like McKinsey, Bain and BCG as elite training grounds.
500,000-plus monthly prompts handled by internal AI tools such as McKinsey’s Lilli, Bain’s Sage and BCG’s Deckster now absorb work juniors once used to build judgment, frameworks and client-ready analysis.
Firms say AI moves young consultants up the value chain faster, but former consultants describe salary freezes, workforce trimming and a higher premium on AI-fluent staff who can run multiple agents under tighter delivery timelines.
Exit opportunities are weakening too, with one former consultant describing about 300 analysts chasing five jobs as white-collar hiring slows and the old consulting-to-startup pipeline loses appeal.
The broader result is a broken career bargain: consulting still recruits top graduates, but the machine that produced future leaders is being dismantled before a clear replacement emerges.
After McKinsey's AI was hacked, how can clients trust consultants who rely on vulnerable new technology?
As AI dismantles the 'CEO factory,' what will produce the next generation of elite business leaders?
78% of Consultants Say AI Is Reshaping Entry-Level Roles: The Urgent Transformation of Consulting in 2026 and Beyond
Overview
By mid-2026, artificial intelligence has become essential for consulting firms, driving a major shift in the industry. Companies now expect consultants to help design, implement, and manage AI strategies, moving beyond simple pilots to embedded AI solutions that deliver real business results. This transformation is most visible at the entry level, where AI automates many traditional tasks, putting pressure on junior roles and changing the skills needed for success. As a result, consulting firms are rethinking their structures and focusing on higher-value work, while clients demand more impact and transparency from their advisors.