AI delivers measurable time and cost efficiencies across a range of asset categories. Depending on the complexity of the visuals, teams can reduce production time by up to 60%. While highly specific compositions still require hands-on work, AI is effective for generating item skins, character portraits, icons, and static landscapes. These are areas where routine manual effort can be significantly minimized without compromising quality.