Good results with very little effort
I've been using Kumoo for a few weeks now as part of my portrait editing workflow, and it's saved me a surprising amount of time. The AI skin retouching is clean and doesn't leave that overly "plastic" look that a lot of other editors do. Batch editing is also a huge plus when I'm working through client sessions. I still make manual adjustments for some images, but that's pretty normal for professional work. Overall, Kumoo gets me 80–90% of the way there much faster, so I can spend more time on the creative side instead of repetitive edits. The interface took me a little while to get used to, but after a couple of projects it felt quite intuitive. Looking forward to seeing more features added over time.