Pre-Vis Is a Lie Detector

Most people treat pre-visualization like a design phase. Get the look right, lock the characters, move on.

That’s not what it’s for.

Pre-vis is where you find out what’s lying to you.

A character can look incredible in a single frame and completely fall apart the moment it moves. A design that reads perfectly in isolation goes wrong the second you put two characters in the same shot. The model you trusted starts doing things you didn’t ask for… and some of those things are better than what you planned.

This is what multi-character testing actually looks like. Not a clean render. A stress test. You’re watching for how they relate to each other spatially, how the model handles two or three subjects sharing a frame, and where the cracks show up.

The environment matters as much as the characters. Dropping a character into their natural setting tells you whether the world is consistent. Whether the visual logic holds when the design is under pressure.

Sometimes the environment does more world-building than you planned. You put a character somewhere and suddenly you understand something about the world you hadn't consciously designed yet.

Scale and scope are different problems. A close-up expression test and a wide fly-through are almost two different crafts in this workflow. Both break in different ways.

Wide shots tell you if the world holds as a world. Whether it has a logic. Whether it feels like somewhere.

And close-ups tell you if the character is alive. Expression and movement are where you find out if the design has any emotional range or if it's just a good-looking still.

I’ve been doing these tests for a longer-form series I’m developing. It’s based on a short film I made called Space Trash. More on that soon.

Be well, do good and make awesome things.

—Gabe Michael

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About the Author

Gabe Michael is an award-winning AI filmmaker and creative technologist shaping the future of production with AI. He currently serves as Global SVP and Executive Producer of AI at Edelman, where he consults internal and external teams, enhances production workflows and explores new creative possibilities with AI.

As an early adopter of AI technology in film, video and creative production, Gabe’s work has earned accolades for ‘Best Odyssey’ at Project Odyssey, ‘Best Character’ and ‘Best Art Direction’ at the Runway Gen:48 AI Film Competitions, leading to his entry into many creative partner programs with top AI video tools.

With extensive experience as a director and producer in the creator economy, Gabe collaborates with top film studios, brands, and digital platforms, and shares his expertise on LinkedIn, YouTube, and in classrooms at UCLA.

📍 Website: gabemichael.ai
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