Hi, I’d say AI humanizers are useful for many content types, but they’re not a universal solution. They can improve readability and make blog posts, emails, or marketing texts feel more natural, yet for technical, legal, or data-heavy materials, preserving accuracy should remain the priority. From my experience, platforms like skygen.ai offer a broader benefit because they focus on automating complete workflows with autonomous AI agents rather than just refining text. They can handle research, document preparation, data processing, and repetitive business tasks, helping teams save time while maintaining visibility into every step of the process. Ultimately, the right tool depends on whether you need better wording or full task automation.