This case study is a hands-on exploration of end-to-end AI video production, created to test and refine advanced generative AI workflows in a commercial context. The project spans the complete pipeline — starting with deep product analysis, creative concepting, and scriptwriting, through to final execution.
To maintain visual consistency and control, I developed a structured workflow: defining character personas, running AI casting, and organizing technical model sheets. All environments, props, and talent were generated through targeted AI prompts, followed by video generation and final assembly/editing. The goal was to master high-level consistency and narrative control within a fully AI-driven pipeline.
Spec script · ~70 sec · 16:9
The country's top interior photographer shoots the most beautiful kitchens in the world. In his camera case, between the lenses, he carries his own toaster — because without it the shot doesn't work.
Diegetic sound only. No music.
A black motorcycle with chrome detailing runs down the street, shot from the side — Hero in the saddle, camera case on his back.
The rear wheel rolls along the curb and stops. The suspension drops and rebounds.
SFXengine growl, throttle easing off, rubber on asphalt, ignition cutting out.
Floor-to-ceiling windows run along the left, a wall of doors and magazine covers along the right. A black helmet hangs from Hero's lowered left hand, swinging with his steps. The camera rises along his figure and orbits him — leather jacket, camera case on his right shoulder, an unhurried, steady walk.
Two staffers come the other way: a Black woman with layout boards under her arm and a redhead carrying a coffee cup. The redhead lifts the cup toward her mouth, glances up, recognises him — and freezes with the cup halfway, never taking the sip. The other woman takes her by the elbow and steers her right, toward the wall of covers.
Hero passes them on their left without slowing or turning his head. The redhead only lowers the cup once he's gone by.
Both follow him with their eyes, then turn their heads in unison to the wall behind them. The camera follows their look onto the wall and pushes in on one cover: PHOTOGRAPHER OF THE YEAR.
On the covers beside it, slightly out of focus, Smeg toasters in different colours sit on kitchen counters. Nothing draws attention to them.
SFXfootsteps on the floor, the muted hum of the office dropping away as he passes.
Hero sits at the desk across from the EDITOR. Behind him, his black helmet rests on the sofa.
The Editor is a woman of 50–55, severe, short haircut, heavy rings on three fingers, stacked bracelets on her right wrist. A cream espresso cup sits by her elbow. She sets down her pen and lifts her eyes to him.
Her right hand takes a folder marked KITCHENS from the desk, turns it to face him and pushes it across the surface toward him. The folder slides a few centimetres and stops in front of him.
Editor
“Kitchens.”
Hero's right hand settles on the folder and draws it in. He raises his eyes to her and gives a short wink.
She doesn't answer. She holds her face.
He drops his eyes back to the folder — and only now, for a quarter of a second, a half-smile crosses her lips.
SFXa pen set down on the desk, a folder sliding across wood, one word.
Morning light from the window. The open camera case sits on the table.
Inside: two black camera bodies with chrome rings seated in foam, three lens slots, one of them already filled. And a fourth slot, noticeably longer and wider than the rest, holding something wrapped in a grey microfibre cloth.
Hero's right hand takes the first lens from the table, lowers it into a free slot and presses it home with his thumb. Then the second, the same way.
He picks up a second identical microfibre cloth, breathes on the front element of the third lens and wipes it in a circular motion. He sets the lens in the case. With the same cloth he passes over the wrapped shape in the large slot in passing, tucking the edge of the fabric inward — the shape disappears completely.
Both hands close the lid; his thumbs snap the latches shut.
SFXlens glass against foam, breath on glass, cloth on glass, latches snapping.
Hero takes the back of a chair in both hands, pulls it away from the table and turns it a quarter turn. He lets go. He looks. He returns the pad of his right index finger to the chair back and nudges it a couple of degrees further.
He steps back twice without looking at his feet. He raises the camera to his eye and finds the frame. A shutter click.
SFXchair legs on the floor, steps backward, one shutter click.
An empty desktop. The Editor's right hand — rings and bracelets — enters frame and tosses a fresh issue onto the desk. The magazine slides across the wood and settles.
On the cover: the pastel kitchen. The camera pushes in on the toaster on the counter inside the cover image.
SFXpaper slapping down on wood.
Hero stands with the camera at his eye, then lowers it. He crosses to the counter, cups a vase of flowers in both palms and turns it a quarter turn, bringing the best bloom to face the lens. He takes his hands away, looks — and nudges the vase a couple of degrees with the pad of his index finger. With the same finger he tucks one stray stem back into the arrangement.
He steps back. He raises the camera. A shutter click.
SFXglass turning on stone, a stem rustling, one shutter click.
The ringed hand tosses a second issue on top of the first. It lands slightly offset, the edge of the first still visible. The red kitchen on the cover. Push in on the toaster.
SFXpaper on paper.
Hero lowers the camera, leans over the counter and almost lies down across it, bringing his eyeline level with the surface. With the pad of his right index finger he slides a single cup one centimetre to the left. He takes his hand away. He looks. He brings the finger back and returns the cup half a centimetre.
He straightens, steps back. He raises the camera. A shutter click.
SFXporcelain sliding on stone, a held breath, one shutter click.
The ringed hand tosses a third issue onto the stack. The cream kitchen. Push in on the toaster.
SFXpaper on paper.
A vast dark kitchen. Expensive, immaculate, empty.
Hero sets the case on the floor by the entrance and takes out the camera. He crosses to a light stand, grips the column with his left hand and turns the head with his right — a quarter turn first, then a couple of degrees more with his fingertip. He walks back to his position and raises the camera to his eye. A shutter click.
He lowers the camera and turns the screen toward himself. His right thumb zooms into the image on the display. His face, for the first time — it isn't working.
He lifts his head and sweeps his eyes across the kitchen, right to left, along the empty counter. He walks its length and stops at a cabinet. His right hand takes the handle and opens the door.
Inside, pushed to the back of the shelf, sit the hidden appliances: a blender, a vacuum sealer, a dough mixer. One of them still has its factory film on. A beat. He closes the door.
He returns to the case, drops to his left knee and throws back the lid. Both hands lift the wrapped shape out of the large slot. He sets it on the counter and unfolds the microfibre — the top corner first, then the two sides. Under the cloth: a black Smeg TSF01 with a chrome lever and chrome trim.
He takes the toaster in both hands, lifts it and sets it in the middle of the counter. He steps back. He returns and nudges the body a couple of degrees with the pad of his index finger — the movement of pulling focus.
He breathes on the chrome lever and wipes it with the same microfibre. He takes his hand away.
He stands, raises the camera. A shutter click. On the display: the same kitchen, now alive.
He lifts the toaster off the counter, wraps it back in the microfibre, lays it in its slot and closes the case.
SFXroom tone, the light stand creaking, one dead shutter click, a cabinet door, cloth unfolding, the toaster settling on stone, breath on chrome, a second shutter click that lands differently, the case latches.
The ringed hand tosses a fourth issue onto the stack. The dark kitchen on the cover. The fingers rest on the cover a second longer than the times before, and only then leave frame.
The camera pushes in on the black toaster and holds.
SFXpaper on paper, then silence.
Hero sits back on the leather sofa, feet up on the coffee table. A glass with ice and a drink in his right hand.
He takes a sip, leans forward and sets the glass down on the table beside his feet.
He sits back. He raises both hands in front of his face and forms a square frame with his thumbs and index fingers. He pans it slightly right, then stops.
Reverse — what he sees inside the square: his own kitchen, and on the counter the same black Smeg from the scene before.
He lowers his hands to his knees. He adjusts nothing. Here, everything is already in place.
SFXice in a glass, the glass set down on the table, the room settling into silence, nothing more.
Final shotlist · 14 scenes · 23 generation blocks · 192 s of coverage · 16:9
The country's top interior photographer shoots the most beautiful kitchens in the world. In his camera case, between the lenses, he carries his own toaster — because without it the shot doesn't work.
Diegetic sound only · No music · No flash · He always shoots away from our lens
Hero rides in along the avenue and shuts the bike down action by action, then walks into the building.
SFXengine, throttle easing off, rubber on asphalt, kill switch, key out of the barrel, sidestand locking, boots on granite.
Hero crosses the hall. Two staffers standing at the covers wall recognise him and freeze, then turn to the wall behind them.
SFXboots on polished concrete, the hum of the hall thinning as he passes, a cup set down on a saucer that never happens.
A stare-off, one word, a stack of kitchen prints, and the brief.
Editor
Kitchens.
Editor
Shoot them like supermodels.
SFXa pen set down on glass, bracelets, paper sliding on glass, a wrapper, one crunch.
He hoods the last lens, drops it into the case and shuts it. The wrapped bundle in the long slot is never opened and never remarked on.
SFXbayonet lock, glass into foam, the compressed thump of the lid, two latches half a beat apart.
A working set — stands, sandbags, taped cable runs, an assistant on a bounce board. He takes the chair out of the picture and shoots.
SFXchair legs off the floor, boots on tile, one shutter click, nothing else.
The first issue lands. One locked-off overhead shot, no cuts inside it.
SFXpaper on glass, bracelets, then room tone.
Same set logic, different crew hand — this one steers a black flag. He moves the vase to the middle of the worktop and shoots.
SFXglass on stone, water moving, one shutter click.
The second issue lands on the first. Identical setup to the first drop — same height, same framing.
SFXpaper on paper, bracelets.
The camera declares the object first, then travels with it. He shoots toward the range and the rail of copper pans above it.
SFXcloth dragging off wood, boots on tile, one shutter click.
The third issue lands on the stack. Same setup again.
SFXpaper on paper, bracelets.
All that equipment, all that light — and every worktop still bare. The room refuses to work, the cupboard is full of hidden appliances, and he unwraps the toaster.
SFXroom tone, a kit bag, a knuckle tightening, one dead shutter click, a cabinet door, cloth pulling away, the toaster meeting stone, a second click that sounds different.
The fourth issue lands. Identical setup to the three before it, so the one difference is unmistakable.
SFXpaper on paper, then nothing at all.
He never looks into the lens. His eye-line runs diagonally past the camera, deep into the room, at his own kitchen.
SFXice in the glass, the tumbler set down on wood, the room settling, nothing more.
SFXnone. Silence.
Script / Director / Cinematographer / Editor: Pytaliev Roman
