cuz. AI Studio in Miami.
cuz. is a high-end video production studio crafting premium AI commercials for global brands. We don’t just generate frames; we direct them, so the technology disappears and the audience never knows it was there. The model proposes; a director with twenty years of commercial and film work decides. Here is how that holds up where generative work usually gives itself away.
The hard parts
Everyone has seen the failure modes. Skin goes plastic. Packaging turns to gibberish. A face changes between two shots. The real fear about AI was never the tool. It was that it would show.
01 — Custom models
Every brand gets its own face.
None of them look plastic.
We train a custom model for each brand rather than pulling a face out of a general-purpose one. A campaign needs a specific person, consistent across every asset, and belonging to that brand alone.
Then we direct that model the way we would direct a cast on set. Poses, attitude, where the eyes go, what the hands are doing, the difference between a smile that sells and a smile that lands. We shoot a person, not a prompt: several poses and several emotions per set-up, chosen by a director. A generated face only reads as a person when a human has decided what that person is doing.
Then the skin goes through a pass of its own. Retouching, then upscaling models we picked for skin specifically, run with our own settings on every project rather than a general sharpening step. Pores, fine hair, the way light sits on a cheek. It is the slowest part of the work and the one nobody notices when it is done right.
We spent fifteen years retouching photographs before any of this existed. The craft has not changed, only what it is for. Back then we were chasing perfection. Now we are chasing the real.
Close-up at full resolution, after our own skin pass.
02 — Product consistency
Your product, exact.
Down to the texture.
Complex packaging is where most AI work falls apart. Small type becomes noise, symbols drift, a logo reshapes itself between frames. We start from the plain e-commerce photograph a brand already owns, and the packaging comes out the other side exact: every micro-text, every pictogram, every claim on the label, legible at full resolution.
The label is only half of it. Glass has to read as glass, matte card as matte card, a metallic cap as metal catching the light. The test we hold ourselves to is simple: at no point should anyone watching wonder whether this product exists.
E-commerce photo
Commercial film
03 — Character consistency
The same face, every angle
Most AI characters survive one shot. Ours hold across a full turn and across years of campaigns. For Bigface we engineered a digital twin of Jimmy Butler so campaigns could run without pulling him off the court, and Bang Bang’s virtual ambassador has carried campaign after campaign through several generations of models.
Whether the character is a fashion model we built from nothing or a real personality, the method is the same: we know exactly what holds a face together from one frame to the next. The hardest test of a generated likeness is not the hero frame. It is the three-quarter view on the way round.
04 — From wireframe to final
Exact by construction.
Not by luck.
When an object has to be exactly right, or a camera has to do a precise thing, we build it in 3D before anything is generated. Sometimes a full model of the product, sometimes only a blockout of the shapes and the space. Either way the geometry and the camera move are locked before the first frame.
The AI then dresses that structure: surface, material, light, environment. What comes out is a generated frame with a real object’s proportions underneath it. Karl Lagerfeld’s holiday campaign was produced this way from start to finish, with no physical shoot.
Tools & partners
The tools we actually use, organised by what each stage needs rather than by vendor, because the tools change every few months and the craft does not.
Stills & previz
Nano Banana, Seedream, Flux, Midjourney, ChatGPT Image, Krea
Video generation
Seedance, Kling, Higgsfield, Minimax, LTX, Wan
3D
Blender, Cinema 4D, Octane
Upscale & finishing
Topaz
Compositing & grade
After Effects, DaVinci Resolve
Sound
Pro Tools, external sound design
We work directly with the platforms behind the models we use, which means early access and a line to the people building them.
Three ways in
Full AI
Generated from storyboard to final frame, with no shoot. Right when the world you need cannot be built or filmed, or when the schedule makes a shoot impossible.
Hybrid
A real shoot with an AI layer on top, or existing brand photography extended into motion. Most of our ongoing brand work runs this way.
3D + AI
The product modelled in 3D to lock geometry and camera, then dressed by AI. The route whenever the object has to be exactly, verifiably correct.
Security & confidentiality
We produce on enterprise accounts with the platforms behind the models we use. The protections below are the ones those agreements carry, applied to every file you send us.
Nothing you send us is used to train a public model. Customer content is excluded from training under the enterprise plans we work on, from the first upload to final delivery.
An NDA is signed before the first file moves. Commercial usage rights for the agreed platforms and territories transfer to you on final delivery and payment.
The platforms we produce on hold their own certifications: SOC 2, SSO and encryption in transit and at rest. Your files sit inside them.
Next
We will tell you on the call whether it can be done, how we would approach it, and what it would cost.
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