We don't generate images. We compose digital atmosphere — a brand-locked visual language for the houses redefining fashion in the AI era.
Brand-locked visual DNA across every output. CLIP-anchored identity preservation across runs.
Gemini, Volcano Seedream and Azure CLIP — orchestrated, not bolted together.
Per-client environments. Independent libraries, assets, history. Your data never mixes.
From brief to delivery in a single business day. No location scouts. No reshoots.
Three disciplines, one continuous practice. Each engagement is a bespoke commission rather than a stock template.
Ultra-realistic fabric texture and drape reproduction for high-end ready-to-wear and couture. Every thread tangible — every fold rendered with material truth, never the plastic gloss of a stock model.
A vast library of model faces paired with bespoke styling. We train brand-exclusive style libraries — every image carries your house's visual DNA, identifiable from a thumbnail, never indistinguishable from a competitor's feed.
From minimalist Brutalist concrete to surreal future landscapes. No location scouting, no production permits, no weather — the AI is your permanent, ever-evolving studio. Cinematic light is a parameter, not a privilege.
A four-stage pipeline — ROOT, FITTING, CAMPAIGN, REFINE — with measurable stages, inspected handoffs, and traceable outputs. We keep creative control inside a governed production system.
Brand DNA ingestion. VLM analysis of your existing visual archive — color memory, fabric vocabulary, casting profile.
Garment-on-form rendering. Fiber-level fabric simulation, drape accuracy and silhouette lock per SKU.
Multi-model orchestration: Gemini for narrative, Seedream for atmosphere, CLIP for consistency — composited and color-graded.
Human atelier QC. Editorial retouching, fabric fidelity sign-off, and per-channel master delivery.
CLIP-powered semantic anchoring locks brand identity across every output. Same casting, same atmosphere, same quality — across a 5,000-frame campaign or a single still.
Three best-in-class engines orchestrated as one. We route each task to the optimal model rather than forcing a single provider — narrative, fabric, casting and lighting all judged on their own terms.
Every house operates in a fully isolated environment — independent model libraries, garment assets, mood boards, generation history. Your archive never trains anyone else's images.
ROOT → FITTING → CAMPAIGN → REFINE. Four stages instead of one black-box generation, each measurable and inspectable. Garment accuracy, model consistency and scene quality — every step.
Five stages, one business day to first delivery. Every commission begins as a conversation and ends as a continuing dialogue.
An in-depth consultation on your house's aesthetic, target market and visual goals.
Our VLM engine ingests your archive and builds a proprietary style profile, locked to your house.
Custom workflow — model roster, style presets, quality benchmarks — calibrated to the brief.
Multi-stage Pipeline production with human atelier QC at every gate, never a single render.
Master files in your formats, plus ongoing refinement against live market performance data.
The image is not a record. It is a promise the brand makes to its audience — and we keep it, frame after frame.—PixBurst Studio Manifesto · 2026
Numbers from active engagements with international fashion houses, calendar year 2025.
CLIP-anchored identity preservation across runs of any size. Independently audited.
Same campaign output at one-tenth the production calendar. No flights, no scout days.
Serving fashion teams across Shanghai and Tokyo. Built for houses that consider visuals their primary asset.
Brief to first delivery, in a single business day. Iteration windows count in hours, not weeks.
We partner with fashion teams that treat their visual archive as a strategic asset, not a marketing expense. If your brand requires a controlled AI visual language, let us begin the conversation.