Q-Star AI is building a multi-agent AI creation infrastructure for video production, app generation, interactive games, autonomous agent workflows, and automated media โ unified under one intelligent platform.
Q-Star AI already operates AI generation workflows across video production, app generation, autonomous agents, and automated media production. We are preparing to consolidate these workloads on Google Cloud, with Vertex AI / Gemini as the core AI layer.
Planning, routing, code, text, and multimodal generation across all four products.
API services, agent workers, webhooks, and lightweight orchestration at scale.
Container orchestration for high-volume generation workers and long-running services.
Generated videos, images, APKs, prompt archives, and workflow artifacts.
Async task dispatch, rendering queues, retries, and workload fan-out.
Usage analytics, workload forecasting, cost reporting, and reliability dashboards.
We don't build single-purpose AI tools. We build the infrastructure layer that makes AI creation repeatable, scalable, and programmable.
Full-stack AI content pipeline for short-form video. From prompt to published video โ automatically.
Multi-agent orchestration that decomposes tasks, delegates to specialized sub-agents, and executes with real tools.
Describe your app in natural language. Get a production-ready iOS + Android app. No coding required.
Mobile-first AI short video app and AI music composition โ consumer-facing layer on top of our infrastructure.
Config-driven interactive simulation engine for AI-generated 360ยฐ panorama escape rooms and adventure games.
Every product runs on the same multi-agent infrastructure. Here's what happens under the hood when a user creates with Q-Star AI.
Text prompt, voice command, or UI interaction from any client surface โ mobile app, web, or API.
Decomposes intent into an execution plan. Assigns sub-tasks to specialized agents with the right tools.
Routes to Vertex AI / Gemini, or external models (Claude, GPT, MiMo) with load balancing and automatic failover.
TTS synthesis, video rendering, image generation, audio mixing โ all automated and parallelized.
Output delivered via CDN. Video files, app packages, or API responses โ ready instantly.
AI/ML workloads are expected to represent more than 50% of Q-Star AI's cloud usage, driven by multi-agent planning, model routing, multimodal generation, video rendering, app generation, TTS, and automated media production.
| Workload | AI/ML Relevance | Google Cloud Target |
|---|---|---|
| Agent planning | LLM task decomposition and routing | Vertex AI / Gemini |
| Video generation | Script, voice, render, subtitles, output assembly | Cloud Run, GKE, GPU, Cloud Storage |
| App generation | UI/code generation, build packaging, assets | Gemini, Cloud Run, Cloud Storage |
| Model routing | Multi-model orchestration and failover | Vertex AI, Gemini, Monitoring |
| Media processing | TTS, image/video/audio generation | GPU workers, GKE |
| Analytics | Usage, costs, workload forecasting | BigQuery |
We ship. Every milestone below is live in production.
| Milestone | Status |
|---|---|
| AI Music Mini-Program live on WeChat | โ Live |
| ClipAI submitted to App Store | โ In Review |
| Drama Engine generating production videos | โ Live |
| AgentOS running daily autonomous workflows | โ Live |
| iOS + Android App Generation capability | โ Operational |
| Multi-model intelligent gateway (15+ models) | โ Production |
| ๅนฟๅทๅฅ่ฐท็งๆๆ้ๅ ฌๅธ incorporated | 2023 |
Q-Star AI currently operates on self-managed cloud infrastructure. We are preparing to migrate and scale these workloads on Google Cloud.
Production workloads, distributed across regions.
Containerized workloads, designed for GKE migration.
Generated videos, APKs, images, audio assets.
China-optimized content delivery.
Core AI layer for planning, routing, generation.
Scalable agent workers and generation services.
Generated media, APKs, prompt archives.
Async queues, analytics, cost forecasting.
Investor and startup ecosystem partner discussions are in progress. We're open to partnerships and conversations.