Practice
Copilots

Practice Copilots: Digital tools are repositioning AI from a lookup resource to a practice partner, supporting repeatable preparation flows such as studying, interview rehearsal, skills development, and self-evaluation. AI is becoming part of the work users do before a real test, conversation or decision, not just where they go for a one-off answer.

Whether they’re working on personal growth or upskilling for a job, people are drawn to AI that supports practice in a space to test, fail and improve without an audience watching. There’s real emotional relief in being able to rehearse privately, and work through mistakes and uncertainty before facing judgment in public. Used this way, AI feels less like an authority handing down the correct answer, and more like a training partner to practice with, get things wrong and build confidence before the moment that really counts.