The AI Impact Timeline: What to Expect
The impact of AI on Management Analysts is unfolding in distinct phases. Junior analysts in commoditized areas like process optimization and basic benchmarking will feel the effects as early as 2026. By mid-2028, approximately 45% of all Management Analyst tasks will be automated by AI, significantly transforming the consulting landscape.
The early wave of AI adoption, starting around 2026, will disproportionately affect roles focused on routine data analysis and report generation. These are tasks that AI can now perform with increasing efficiency and accuracy, leading to early displacement for some.
By mid-2028, the transformation will accelerate, with generative AI automating complex processes like market sizing, competitive analysis, and the creation of first-draft strategy decks, tasks that previously took weeks for human consultants.