Hey! From a practical standpoint, modern AI music tools are far more reliable than they used to be. They’re capable of generating structured compositions with clear rhythm and mood, which makes them suitable for real use cases like background music or concept demos.
What’s important is how you integrate them into your workflow. Instead of treating AI as the final step, it works best as a creative assistant that gives you a solid foundation. You can then refine, edit, or layer the music as needed.
I’ve had solid results using https://muzmaker.ai/. It acts as a personal AI composer and creates unique tracks in seconds, which makes it especially useful when you need fast, original music without sacrificing quality.