Deploy high-performance AI directly in your app — with zero latency, full data privacy, and no inference costs
LLMs
Voice
Vision
Why On-Device?
Significantly lower costs across the AI lifecycle
From training to deployment and real-time fine-tuning makes AI more cost-effective.
Elimination of connectivity dependencies
On-device processing ensures consistent performance regardless of network conditions.
Independent operation & complete control
Your AI capabilities remain available and secure, free from external dependencies or vulnerabilities
Made for startups. Trusted by scale-ups. Loved by developers
Build fast, private, cloud-free AI experiences
Apple Silicon SDK & Inference on iOS & Mac
The industry's fastest inference engine for iOS (SDK), achieving from up to 2x performance improvements
AI models, highly optimized for on device tasks
A family of small AI models for your business goals to save +40% in AI costs
Routing & Speculation
Routing engine that gives you full control over performance, privacy, and price, with speculative decoding built in
Android & Cloud SDK / Inference
Our engine supports a comprehensive range of architectures including Llama, Gemma, Qwen, VLMs, and RL over LLMs, making advanced AI capabilities truly accessible on mobile devices especially when our model will take in place.
Choose from powerful on device use cases
Integrate in minutes. No unnecessary complexity
Process images with local models
Turn voice into actions or text
Developer-first approach
By combining advanced multimodal capabilities with on device processing, we preserve privacy, reduce latency, and enable deeper integration into existing workflows, leading to meaningful improvements in both professional, business and personal contexts.
We abstract away complexity of AI
We provide pre-built models & tools
We prioritize functionality over technical details
On-device AI vs Cloud-based AI
Smaller fine-tuned on device models often yield the best accuracy-efficiency balance for specific tasks
JSON generation
Classification
Summarization
Recent articles
About us
Before Mirai we built successfull AI products with 100M+ users and were the pioneers of integrating AI into iOS applications
Launched Reface (300M users)
A pioneer in Generative AI with over 300M users. Delivered real-time AI face swap tech at scale during hyper-growth
Deploy high-performance AI directly in your app — with zero latency, full data privacy, and no inference costs
