Image-to-Image AI on Artlist: Transform Any Visual with Full Creative Control Most AI image tools start from a blank prompt. Image-to-image flips that, you bring a visual, describe what you want changed, and the model does the work. It's a fundamentally different workflow and one that fits the way most creators actually operate: refining, adapting, and iterating on existing assets rather than generating from scratch every time. Artlist's image-to-image tool sits inside the AI Toolkit and gives you access to over a dozen specialized models, each built for a different type of edit. Whether you're restyling a product shot, maintaining character consistency across a campaign, or just rapidly testing visual directions, the right model makes a significant difference in the output. How It Works The workflow is straightforward. Open the AI Toolkit, upload a reference image (or use one you've already generated), pick a model, write a prompt describing what you want to change,...