
What is Inference Engine by GMI Cloud
GMI Cloud's Inference Engine is a multimodal-native platform that enables fast and scalable inference for AI models across text, image, video, and audio in a unified pipeline. It offers enterprise-grade features such as automatic scaling, observability, and model versioning, delivering up to 6x faster inference for real-time applications. Integrated with high-performance GPU infrastructure, it provides cost-effective, optimized AI model serving with end-to-end enhancements.
Key Features
Use Cases
- AI developers building real-time multimodal applications such as voice assistants or video analysis tools
- Enterprises in finance implementing fraud detection systems using image and text inference
- Healthcare providers utilizing AI for medical imaging analysis with low latency and high accuracy
- Startups deploying scalable AI models quickly for cost-efficient product iterations
- Media companies processing large volumes of audio and video content with automated AI insights
Why do startups need this tool?
Startups need GMI Cloud's Inference Engine for its cost-effective pricing and automatic scaling, which help manage budgets while handling fluctuating user demand. The fast inference speeds enable real-time AI features, allowing startups to deploy innovative applications quickly and gain a competitive edge in the market.




