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Vidu — AI image-to-video creative studio built by Mobizio
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Case Study · AI

ViduImage to Video AI Tool

Turn a prompt or a photo into images, video, and 3D — an AI creative studio in your pocket, in 15 languages.

Prompt → Video

image, video & 3D from a prompt or a photo — plus your own custom AI model

4.7★

App Store

15

languages

Image → Video

AI generation

Custom

AI model training

3

Apple platforms

Overview

Vidu is an AI creative studio that turns text prompts and photos into images, video, and 3D — plus avatars, photo enhancement, and more. Its standout capabilities are image/text-to-video generation and custom AI model training, wrapped in a one-tap experience and localized into 15 languages. Mobizio designed, built, and shipped it across iPhone, iPad, and Mac.

The Challenge

Generative media is the hardest, most expensive corner of consumer AI: image-to-video and custom model training are compute-heavy, quality-sensitive, and slow if done naïvely. The goal was to make all of it feel effortless for everyday creators — no technical skill, fast results — while keeping output quality high and per-generation cost sustainable, across 15 languages and three Apple platforms.

Vidu home screen — AI creative studio with image, video, and 3D tools, built by Mobizio

What We Built

  • Text-to-image generation across many styles and models
  • Image and text-to-video (motion) — the headline feature: turn a photo or prompt into video
  • 3D object generation
  • AI avatars — anime, headshots, and fantasy styles
  • Custom AI model training — users train a model on their own subject
  • Photo enhancement, background removal, anime transforms, and stickers
  • Video reels and effects, plus logo, QR, and tattoo generators
  • A community feed, profile, and gallery for sharing and discovery
  • A fully localized experience in 15 languages
Vidu AI models gallery — choose a model or train a custom AI model, built by Mobizio

The Engineering

The hard part of a product like Vidu isn't a single generation — it's orchestrating many generative models reliably and affordably. Vidu brings text-to-image, image- and text-to-video, 3D synthesis, and a custom model-training pipeline together behind a backend that has to manage job queuing, GPU cost, latency, retries, and output quality — all at once, across 15 languages and three Apple platforms. Custom model training inside a consumer app is a notably advanced capability: it means handling user datasets, training jobs, and inference at consumer price points, without the experience ever feeling technical.

SwiftUISwiftiOSiPadOSFireBaseGenerative AIIn-App Purchases
Vidu generation output — an image turned into AI video, built by Mobizio

A look inside

Inside Vidu — Image to Video AI Tool

Vidu home screen — AI creative studio with image, video, and 3D tools, built by Mobizio
Vidu AI models gallery — choose a model or train a custom AI model, built by Mobizio
Vidu generation output — an image turned into AI video, built by Mobizio
Vidu image crop and input screen before AI generation, built by Mobizio
Vidu startup screen, built by Mobizio
Vidu sign-up screen, built by Mobizio
Vidu user profile and personal gallery of AI creations, built by Mobizio
Vidu community feed of AI-generated images and video, built by Mobizio

The Result

  • 4.7★ in early App Store reviews
  • A 15-language, global creative experience
  • Advanced generative AI shipped in one consumer app — image-to-video and custom model training
  • Live across iPhone, iPad, and Mac
  • Monetized with a free tier, Pro subscriptions, a Lifetime plan, and pay-per-use model training

Why It Matters

Vidu is advanced production AI — generative video, 3D, and custom model training — shipped inside a real consumer product, in 15 languages, across three Apple platforms. It's a working proof of the hardest thing in AI today: taking cutting-edge generative models past the demo and running them reliably and affordably for real users. That's exactly what Mobizio does for clients.