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AI Studio · Fashion Model Platform

An AI-powered creative studio that lets fashion brands generate photorealistic virtual models, perform virtual try-ons, and direct content with an AI creative assistant — replacing weeks of studio coordination with seconds of configuration.

Days → Seconds
Model photography turnaround
3 Modules
Virtual model, try-on, and AI chat in one platform
Zero
Studio or casting coordination required
The Challenge

Great content was expensive.
And slow. And fragile.

Fashion brands and e-commerce operators face a fundamental bottleneck in content production: generating high-quality model photography is expensive, slow, and logistically complex. Coordinating models, photographers, studios, and post-production for every SKU — across different sizes, skin tones, and styles — doesn't scale. Every new season, every new campaign, every new product line triggers the same exhausting cycle.

The deeper problem is speed. By the time a traditional photography workflow reaches final, approved images, the brief has often changed. Creative directors have no way to rapidly explore visual directions before committing production budgets. Teams are forced to make high-stakes creative decisions based on sketches, mood boards, and guesswork rather than actual imagery.

What the industry needed wasn't faster studios. It needed a way to remove the studio from the early creative process entirely — and give teams the ability to generate, test, and iterate on visual concepts at the speed of thought.

Coordinating casting, studios, and post-production for every new look is the single biggest bottleneck in our content pipeline. By the time photography is finished, the trend has already moved on. We needed a way to see what we're building before we commit to building it.
Our Solution

Configure. Generate.
Create without limits.

We designed and built AI Studio as a modular creative platform with three core pillars. The Virtual Model Creator is a form-driven configurator — gender, ethnicity, age, body type, hair, eyes, pose, lighting, camera angle, clothing style, makeup, and more — that automatically composes a rich natural-language prompt and sends it to Google Gemini's image generation model. The result is a photorealistic model image in seconds. Characters can be saved as reusable "DNA" profiles, giving brands a consistent visual identity across every campaign without re-configuring from scratch.

The Virtual Try-On module closes the gap between concept and product. Users upload a base model image and a garment image. The platform applies a masking layer — manually drawn or auto-generated — and uses Gemini's multimodal capabilities to composite the garment onto the model convincingly. This lets brand teams visualize any piece of clothing on any model without a single fitting, a single studio booking, or a single round of post-production.

The AI Creative Chat brings an intelligent creative director into every session. Powered by Google Gemini 2.5 Flash with Ollama as a local LLM fallback, the chat interface lets creative teams brainstorm directions, refine prompts, iterate on concepts, and interrogate visual decisions — all within the same platform, with full conversation history maintained per user.

Technology Stack

Built to scale from day one.

Frontend
Angular 19 TypeScript PrimeNG Tailwind CSS
Backend
NestJS TypeScript Socket.io TypeORM
AI — Image Generation
Google Gemini 2.5 Flash Multimodal AI
AI — Creative Chat
Google Gemini 2.5 Flash Ollama llama3.1:8b
Auth & Infrastructure
JWT Passport.js
The Outcome

Weeks of coordination became
seconds of generation.

Days → Sec
Photography turnaround — concept to image
20+
Visual directions explorable in a single session
0
Studio sessions required for early-stage exploration

AI Studio transformed the way our team approaches content creation. What used to take two weeks of coordination — casting, shooting, editing — now takes a few minutes. We can explore 20 visual directions before lunch, and the models look indistinguishable from real photography. It's genuinely changed how we work.

Creative Director · Fashion Brand, AI Studio client
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