You spend an hour generating AI video clips, and every shot looks like a different person. Different face, different outfit, different vibe, even though you swear you gave the tool the same direction. That is the consistency problem, and it is the number one reason most AI video looks amateur.
Eve Whitaker knows what professional video is supposed to look like. She spent 25 years producing television for MTV, Paramount, and Sony, including nine years as co-executive producer of the trend show The List. In 2022 she discovered generative AI, and eventually she walked away from television to solve this exact problem. The result is SparkSheet 360, a custom GPT built to bring real production discipline to AI video.
In this episode of AI Agent Advantage, Eve breaks down the trick that separates polished AI video from the sloppy stuff: treat it like a production, not a slot machine.
The Character DNA Sheet
The heart of Eve’s system is what she calls a Character DNA Sheet. Before you generate a single clip, you lock in a detailed, reusable description of your character, whether that is a person, a pet, or a property. Every prompt after that pulls from the same DNA, so your agent-on-camera looks like the same agent in shot one and shot twelve.
The second discipline is storyboarding before you generate. It feels slower, and it is actually faster. Planning your shots first cuts wasted generations by more than half, which matters because every failed clip burns credits you paid for.
What You Will Learn in This Episode
- How to build a Character DNA Sheet so your AI-generated person, pet, or property stays visually consistent from shot to shot
- Why storyboarding before you generate saves credits and cuts AI video waste by more than half
- How CDance, Sora, and Google Omni each handle character and scene consistency differently
- A real estate workflow for before-and-after listing videos, scroll-stopping hooks, and consistent agent-on-camera content
- The biggest mistake beginners make with AI video prompts, and how to stop burning through generation credits
- Eve’s free method for teaching herself any new tool, which works for any agent starting from zero
Why This Matters for Agents
Video is the highest-leverage content an agent can make, and AI has dropped the production cost to nearly nothing. The agents who win with it will not be the ones who generate the most clips. They will be the ones whose videos look intentional. Eve’s system is how you get there without a film degree.
Press play above to hear the full conversation, and grab the episode on your favorite podcast app if you are on the move.
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