Management Analysts

The fundamental commercial product of management consulting — a structured analysis synthesizing market data, benchmarking, and expert judgment into a slide-based recommendation — can now be produced by frontier AI models (Claude, GPT-4o, Gemini) in hours rather than weeks, for marginal cost rather than six-figure fees. McKinsey's own internal tool 'Lilli' and BCG's ChatBCG demonstrate that top-tier firms acknowledge this capability and are building internal tools to accelerate it. Boutique consulting firms are emerging that deliver 'AI-native' strategy engagements at 10-30% of traditional fees, directly targeting the core MBB price point.

Entry-level analyst tasks — building slide decks, running Excel models, conducting desk research, transcribing interviews, and formatting deliverables — are being automated at the fastest rate in the profession's history. BCG publicly stated it reduced associate headcount as AI tools absorbed production work. McKinsey's reported 2023-2024 staff reductions of approximately 3,000 employees disproportionately affected junior and mid-level analyst grades. Goldman Sachs research (2023) estimated AI could automate 25-50% of tasks performed by entry-level knowledge workers in professional services. Consulting firms are hiring fewer analysts from undergraduate programs — MBA and top-university recruiting pipelines are visibly shrinking.