Synthetic Editorial System
A controlled visual system for creating consistent editorial imagery, model identities, wardrobe directions, and campaign-ready image sets.
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OMNI Labs builds high-end visual assets, campaign systems, and custom AI workflows for brands, founders, and creative teams.
Portfolio studies in synthetic media, visual systems, digital talent, and AI-powered production workflows.
A controlled visual system for creating consistent editorial imagery, model identities, wardrobe directions, and campaign-ready image sets.
View structure →One of seven original digital identities — built and owned in-house, held consistent across 120+ shots, studio digitals, and motion. A glimpse of the full roster.
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A Nordic-type extraterrestrial editorial presence — pale ash-blonde, silver-blue gaze, elongated 7-foot silhouette. Identity held across stills and motion, including off-world narrative frames.
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An equestrian concept campaign with an original silk carré designed by İdil Kıbaroğlu — motifs, composition, and styling carried end-to-end into editorial, motion, and product through the studio pipeline.
View case study →"Craft is Craft" — a product ritual campaign with photoreal stills and a cinematic hand-wash film, directed, generated, and finished as a complete concept piece.
View case study →A self-initiated dark-metal water brand built end-to-end — positioning, three SKUs, two original synthetic faces, and a full campaign, all from a single idea.
View case study →A real-time 3D brand experience in vanilla TypeScript + Three.js — gravitational-lensing shaders, a live ocean, drag-to-rotate product, and scroll-cinematic motion across four pages.
View case study →AI-generated campaign visuals, editorial portraits, product scenes, and branded image systems.
Short-form video treatments, image-to-video direction, motion prompts, cinematic sequences, and campaign-ready visual narratives.
Synthetic models, avatar concepts, character systems, casting boards, and visual identity consistency.
Production pipelines, prompt systems, review workflows, asset generation systems, and repeatable creative operations.
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The same team also ships software end to end — immersive 3D, full-stack products, AI infrastructure, and brand sites from design to deploy.
Selected studies and production systems across synthetic imagery, AI video, digital talent, visual design, and workflow infrastructure.
An end-to-end fictional water brand: positioning, three SKUs, two synthetic faces, and a campaign — built from a single idea.
A real-time 3D brand experience: gravitational shaders, a live ocean, drag-to-rotate product, scroll-cinematic motion.
A controlled visual system for consistent editorial imagery and campaign assets.
An original digital face system with studio digitals and face-consistency rules.
Product scenes and art direction built into a coherent brand world.
Storyboard frames and camera logic for image-to-video sequences.
A repeatable content workflow from POV extraction through review loop.
A custom production pipeline with prompt library and delivery logic.
One synthetic identity, held consistent across portraits, studio digitals, and editorial campaigns. Platinum bob · East Asian · editorial / quiet luxury.
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Original synthetic identities — each held consistent across portraits, studio digitals, and editorial campaigns. Built and owned in-house, ready to cast.
An equestrian concept campaign — an original silk carré by İdil Kıbaroğlu, carried into synthetic talent, styling, and motion end-to-end.
A collaboration between ID Atelier and OMNI Labs: a concept campaign reimagining a Hermès-grade equestrian editorial — "Le Défilé des Chevaux Persans". The original scarf design — the horse motifs and the full carré composition — is the work of İdil Kıbaroğlu; OMNI Labs carried that artwork into an in-house synthetic model, scarf styling, product, and a cinematic hero.
Every frame was generated, directed, retouched, and finished through the studio pipeline: identity locked across shots, wardrobe and props art-directed, and a moving-image hero produced from the same design language. No external shoot, no licensing — a complete brand-grade campaign from artwork to film.
Eight hand-illustrated horses in an Ottoman-miniature register — each saddle, mane, and gait drawn as an individual character before composition. Original motifs by İdil Kıbaroğlu.




Motifs composed into the finished silk carré — "Les Chevaux Persans sur Bleu Nuit". Composition by İdil Kıbaroğlu.
"Move With Grace, 2026" — the carré that anchors the campaign.
The individual motifs resolve into one balanced composition on a bleu nuit ground: eight Persian horses framed by an equestrian border of saddles, bridles, and Anatolian landscapes — a wearable illustration that then carries into styling, film, and product.
The concept extended onto a sellier canvas tote — rendered as clean product photography in-pipeline.



"Craft is Craft" — a product ritual campaign in photoreal stills and a cinematic hand-wash film.
A concept campaign built around Aesop's Resurrection Aromatique Hand Wash — the everyday ritual treated as craft. Warm, tactile, restrained: brass dishes, low light, the gesture of the hand reaching for the pump.
Stills and motion were directed and produced entirely in-house through the studio's AI production pipeline, then finished frame-by-frame to brand standard. The hero is a 10-second cinematic close-up — product, light, and ritual, no shoot required.
Before a single frame was generated, the campaign was drawn — three hand-rendered beats setting hook, product, and ritual.



A synthetic model built in-house for the campaign — one identity held consistent across angles before she was placed in the scene.












A fictional dark-metal canned-water brand, built end-to-end in the studio — positioning, product design, three SKUs, two synthetic faces, and a full campaign.
No client, no brief: a self-initiated proof that OMNI Labs can stand up a complete brand world from a single idea. OMNI DEATH is a Liquid-Death-grade provocation for still & sparkling water — "murdered from a mountain, canned in silence" — with a gold-on-black skull system, a death-to-plastic manifesto, and a cult mythology around a 500ml ration called The Big Void.
Every layer was produced in-house: the can label system, three product SKUs rendered as clean packaging photography, two original synthetic faces cast and locked across editorial and motion, and a campaign film — all from artwork to finished frame, no external shoot.
The brand is built on a single dark joke taken completely seriously: water as a death cult. Every line is provocation as positioning.
"It's just water. That's the scary part."
Murdered from a mountain. Canned in silence. Death to plastic — aluminium is forever, it dies and resurrects on infinite loop. The full range is the only water with a body count of zero bottles. Hydration reframed as a cult you don't survive: drown your thirst, we dare you.
Three SKUs on one gold-blackletter skull system — Sparkling, Still, and Mountain — each rendered as clean in-pipeline packaging photography.








Sparkling Water — the hero SKU, shot across five angles. Matte-black body, gold engraved skull, foil blackletter wordmark, "Drown Your Thirst."
Two original synthetic faces, cast as the cult — identity-locked across portrait, editorial, and motion.
Cold, nocturnal, anti-influencer — the original cult face. Locked across portrait, basement editorial, and a sip-ritual film.
The drowned man, back from the deep — a scarred, heavy-framed counterweight to Nyx. Same identity-lock pipeline, eight shots from portrait to dock editorial.
Editorial frames pulled from the cult world — basement, dock, and product lineup.




A standalone immersive site for the OMNI DEATH brand — real WebGL, not video loops. Gravitational-lensing shaders, a 3D ocean, drag-to-rotate product, and scroll-cinematic motion.
Built in vanilla TypeScript + Three.js, no framework bloat: four pages, GPU shaders running live in the browser, every effect scroll-gated so only what's on-screen renders. The brand world from the concept case, turned into something you move through instead of watch.
The hero bends a branded texture around a gravitational mass; a second page drops you onto a real-time 3D ocean tuned to a dead, cold void palette; product spins on a drag-to-rotate turntable; and the cult pages run live video loops inside member dossiers. Premium dark-metal direction held consistent across every surface.
The film page hero is a live GLSL fragment shader — gravitational lensing that bends a branded source texture around an animated mass point. Scroll-gated so the render loop pauses off-screen.

A real-time 3D ocean — Three.js Water + Sky, re-tuned from a sunset default to a cold, lightless void: sun raked off-frame, near-black water, dead grey sky. Drag the horizon to look around.

A drag-to-rotate product turntable — pre-rendered angle frames crossfading on drag with inertia and idle auto-rotate, giving 3D product handling without shipping a heavy 3D model.

Member dossiers and a ritual film strip run live, muted video loops inline — the synthetic faces from the brand case, brought to motion inside a scroll-parallaxed editorial layout.





We define the visual world, references, boundaries, audience, tone, and output format.
We build the prompt logic, model choices, workflow structure, asset rules, and consistency framework.
We generate, select, refine, upscale, retouch, sequence, and prepare assets for use.
We manage approval loops, claim boundaries, visual corrections, and final delivery.
We package final assets with naming, usage notes, prompt documentation where relevant, and reusable workflow logic.
Who need authority content without becoming full-time creators.
That need visual systems faster than traditional production allows.
That need AI production capacity behind the scenes.
Exploring synthetic media without losing control.
Lifestyle, product, and technology companies building visual worlds.
We do not sell random AI image packs. We do not chase trends without a visual strategy. We do not treat AI output as finished work. Every asset passes through direction, selection, refinement, and brand review.
A dedicated local workstation holds each face, persona, and visual world fixed across every frame — PuLID-class identity control, run on our own hardware, not rented per call.
A local vision model screens every render before a human sees it — sorting each frame into ship, reject, or review against a per-brand rubric. Nothing weak reaches the selection table.
Retouching and finishing run inside the software itself — live Photoshop driven from code, not clicked by hand. Repeatable, auditable, fast.
Every shot goes to the engine proven best for it — image, video, upscale — by tested routing rules, not by whatever is trending this week.
AI production becomes valuable only when it is controlled. OMNI Labs defines boundaries, references, selection logic, review steps, and delivery rules before scaling output.
The same team behind our visual work also ships software end to end — immersive 3D experiences, full-stack products, AI infrastructure, and brand sites that go from design to deploy.
Three.js and WebGL scenes, interactive product configurators, scroll-driven motion, and high-end immersive experiences that run in the browser.
End-to-end products on Next.js and NestJS — dashboards, auth, payments, real-time, and Postgres data models. From first commit to production.
LLM pipelines, autonomous agents, custom generation and review workflows, and automation wired into real systems — not demos.
Premium marketing sites, e-commerce, and design systems — taste-led design carried all the way through to clean, fast, deployed code.
We scope the problem, model the data, and design the system and interface before a line of production code is written.
We build in focused, well-bounded pieces — typed, tested where it matters, and reviewed — so the codebase stays clean as it grows.
We deploy, monitor, and hand over something maintainable — infrastructure, documentation, and a system you can keep building on.
Send a short brief. Tell us what you are building, what you need to produce, and where the assets will be used.
Thanks — we've got your brief and will get back to you, usually within a day. For anything urgent, reach us at hello@omnilabs.studio.
For one campaign, launch, visual system, or asset set.
For ongoing image, video, editorial, or social content production.
For teams that need a custom AI production system.