The Art of the AI Defense
Creating a beautiful image with AI is easy. Creating a specific, commercial-ready image that adheres to a brand brief is hard. The "Final Workflow Defense" is your ability to explain why you made your choices.
1. The "Sandwich" Workflow
AI is not a magic button; it is a filling. The "bread" on either side is Human Strategy and Human Polish. Your defense must show where you intervened. Did you use Photoshop to composite two generations? Did you vectorise the text in Illustrator? That is what makes the work valuable.
❌ Amateur Workflow
Prompt: "cool sneakers" -> Download Image -> Send to Client.
(Low res, weird text, hallucinations)
✔️ Pro Workflow
Prompt Structure -> Inpainting Fixes -> Upscaling -> Color Grading -> Mockup.
(High res, branded, intentional)
2. Legal & Consistency
Can you guarantee the character looks the same in the TV spot and the Instagram Post? Using tools like --cref (Character Reference) or training a LoRA allows you to defend the consistency of your campaign.