Alibaba Cloud Smart Studio is a custom-branded commercial MaaS platform, helping you turn your GPU resources or model provider APIs into revenue-generating AI services, supporting on-prem deployment on your own infrastructure.
With the Self-Service Edition, you can now self-activate and auto-deploy Smart Studio within hours through our AI agent.
Deploy the Model Serving Platform to manage and monetize your own model services, or add the API Router Platform to resell model APIs for immediate revenue.
👉 Alibaba Cloud Smart Studio Official Landing Page
Model Serving Platform
If you have idle GPU clusters and want to maximize your hardware utilization, the Model Serving Platform empowers you to turn your existing GPU clusters (BYO-GPU) into high-efficiency AI services—managing model training, serving, and GPU cluster monitoring all in one place.
- GPUs as Model Services: Upload your own proprietary model weights or deploy popular open-source models directly onto your GPUs, and instantly expose them as standard API endpoints for your internal teams or applications.
- Inference Optimization: For select open-source models, we deliver out-of-the-box inference acceleration with higher throughput (TPS) and ultra-low latency. To learn more about how we achieve performance optimization and accelerate open-source model serving, check out our KV-Pool Deep Dive.
- Model Training: Execute a complete, end-to-end post-training pipeline all within one unified platform. Easily prepare datasets with AI-assisted auto-labeling, fine-tune models using mainstream techniques like SFT, DPO, or CPT, and evaluate model performance through AI-auto evaluation.
- Monetize Your AI Capability: Turn your model assets into production-ready services. All deployed models can be seamlessly served via APIs, integrated into your enterprise internal platforms, or monetized by exposing model capabilities to external clients.
API Router Platform
If you don't have dedicated GPU cluster resources but have established customer channels, the API Router Platform delivers a ready-to-use solution.
Simply bring your own API keys (BYO-Key), list the models you want to resell, and you can launch your branded token business within 1 Day.
- Smart API Gateway: Aggregate multiple upstream LLMs via one OpenAI-compatible API. Automatically analyze prompt complexity and intelligently route requests to the most cost-effective model.
- Built-in Billing: Easily configure different model pricing and provide out-of-the-box billing system to track upstream API costs and revenue.
- White-Label Branding: Build your own brand with custom domains, your own logo, and local payment gateway integration.
- User & Admin Consoles: Manage your business with a full-featured Admin Console, and provide a user-friendly user console for your end-users to top up and call the latest models.
- Traffic & Budget Control: Set customer-level rate limits (RPM/TPM) and budget caps with token analytics to prevent API abuse and cost overruns.
Fully Automated Deployment
Traditional on-prem MaaS platforms always come with a setup invoice. An engineer schedules a few sessions with your team, runs install scripts against your environment, and bills you somewhere in the five-figure range before you can serve a single token.
With Smart Studio’s self-service activation, the entire onboarding process is handled seamlessly by our built-in AI agent.
Whether you are deploying the Model Serving Platform on high-performance GPU clusters or setting up the API Router Platform on lightweight CPU infrastructure, the agent walks you through every step:
- Installing Smart Studio within your private environment
- Securely connecting to your target CPU or GPU clusters
- Registering your clusters under your dedicated instance
Once activation is complete, your instance is ready to go: allowing you to deploy your first model or launch your first model API business with zero friction.
Get Started
Alibaba Cloud Smart Studio’s Self-Service Edition is officially live today! You can build, configure, and launch your own Model-as-a-Service (MaaS) platform within hours:
- High-Performance Model Serving: Turn your GPU clusters into production-grade AI services to serve open-source and proprietary models.
- Enable Model API Reselling: Launch a white-labeled token reselling business within 1 Day.
Next Steps:
- 👉 Ready to start? Activate Your Service Now!
- 🧾 Curious about pricing? Check out our Pricing Page
Exploring the Commercial Edition or Need a Demo?
If you want to learn more about our Commercial Edition, explore offline enterprise contracts, or schedule a live demo tailored to your business:
- ✉️ Email Us: SmartStudio@alibabacloud.com
- đź’¬ Contact Sales: Contact Us / Request a Demo
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