AI Video Generation Platform Case Study: Mofly AI

Leaf Technology’s own AI video SaaS: story generation → AI characters → AI storyboards → image generation → video generation → TTS → subtitles → final cut—shipped as a registrable, credit-based product.

Leaf Technology own product

What it is

A publicly operable AI short-form video SaaS: users enter content, the system orchestrates generation steps, and outputs publishable assets.

Who it’s for

  • ・Short-form video creators
  • ・Teams turning AI generation into product features
  • ・Product leads evaluating multi-model pipeline cost

Background

Short-form creators need scripts turned quickly into publishable video—not a model demo that can’t ship.

Problem

A single model can’t cover short drama, comic drama, and multi-platform aspect ratios. Without accounts, credits, and workflows, AI features can’t become an operable product.

Solution

Built as SaaS: chain story generation, characters, storyboards, images, video, voice, and subtitles into a traceable pipeline, with accounts and credits managing usage.

Architecture

  • ・Web product UI with account credits
  • ・Multi-model AI pipeline
  • ・Story / character / storyboard orchestration
  • ・Image and video generation
  • ・TTS, subtitles, and final-cut output
  • ・Cloud deployment and operations monitoring

Core features

  • ・Story generation
  • ・AI characters
  • ・AI storyboards
  • ・Image generation
  • ・Video generation
  • ・TTS voice
  • ・Subtitles and final cut
  • ・Public site mofly.tw (terms state provided by Leaf Technology Co., Ltd.)

Technical challenges

Wait times, failure retries, and cost across multiple generation steps must map to credits users understand—not engineers re-running jobs by hand.

How we solved it

Split generation into traceable steps and manage usage and output formats with product rules.

Results

Shows Leaf Technology can turn multi-model AI into a registrable, usable online product—not just an API trial.

Visit product site →

FAQ

What development capability does Mofly AI demonstrate?

Multi-model integration, a generation pipeline (story → character → storyboard → image → video → TTS → subtitles), account credits, and a publicly operable Web product—not a single API demo.

What is the relationship between Mofly and Leaf Technology?

Mofly AI is an own product of Leaf Technology Co., Ltd.; the terms of service also state it is operated by Leaf Technology.

Related services

If you have a similar Web product, quiz platform, or AI productization need, start with Custom Web Systems,AI System Integration, or request a development assessment.

Have a similar product idea?

Share the target users, whether registration should be optional, languages, and scoring. We’ll assess whether a rules engine or AI integration fits better.

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AI Video Generation Platform Case Study: Mofly AI | Leaf Technology