Having a private tutor is expensive and often hard to schedule so I started looking into digital alternatives. I spent some time on https://promova.com/page/ai-tutor to see how the personalized approach works in practice. It is interesting how the system can adapt to your specific level and provide feedback that feels relevant to your mistakes. While it can-t completely replace a human it certainly fills the gap for daily practice when you just need to get some extra repetitions in without any judgment.