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AI made consultants 25% faster on some tasks and 19 points more wrong on others

Summary of Harvard Business School, Working Knowledge, 22 November 2023Source read

In a field experiment with Boston Consulting Group, consultants using AI on suitable tasks finished 12% more work, 25% faster, at quality rated 40% higher. On a harder task that needed judgement, those using AI were 19 percentage points less likely to reach the right answer. Below-median performers improved 43%, top performers 17%.

25%
faster on tasks AI handles well
-19 pts
chance of a correct answer on a task outside its reach
43%
gain for below-median performers, against 17% for the top

What it means for a small firm

Knowing which jobs to hand over is the skill. We map the tasks before we touch a tool, because the wrong task costs more than no tool at all.

Original source

Humans vs. Machines: Untangling the Tasks AI Can (and Can't) Handle

Harvard Business School, Working Knowledge

Find out more at Harvard Business School, Working Knowledge (opens in a new tab)

This page is our own summary, written 23 October 2026. The figures belong to the publisher. We checked them against the publisher’s page on the date above.

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