Standardize delivery with image to image AI generator . Create folders for refs, prompts, and outputs. Name files with version and seed. Use pose ControlNet for humans. Use depth for objects. Use edges for logos and UI. Log prompt, model, ControlNet type, and settings. Review on desktop and phone. Approve or loop back with one change per round.