Mirai is an advanced on-device AI platform designed to empower developers by enabling high-performance artificial intelligence directly within applications. By leveraging the full capabilities of Apple’s GPU and Neural Engine, Mirai delivers exceptional inference speeds for AI models, ensuring zero latency, complete data privacy, and eliminating inference costs. This solution is particularly optimized for Apple Silicon, making it ideal for iOS and Mac applications.
Key Features and Functionality:
- Apple Inference SDK: Mirai's SDK allows seamless integration of AI models into iOS and Mac applications, utilizing Apple’s hardware for optimal performance.
- Smart Routing Engine: This feature provides dynamic runtime routing, automatically deciding whether to run AI tasks on-device or in the cloud based on factors like prompt type, latency requirements, and user context. It offers fully programmable policies, allowing developers to define routing logic tailored to their application's needs.
- Optimized AI Models: Mirai offers a library of AI models fine-tuned for on-device performance, including various parameter sizes to suit different business goals, thereby reducing AI costs by up to 40%.
- Structured Output: The platform supports schema-aligned JSON results, facilitating workflows that demand reliability and structured data.
- Low Latency and Energy Efficiency: Mirai ensures rapid time-to-first-token with hardware-aware optimizations, providing a responsive user experience while maintaining energy efficiency.
Primary Value and User Solutions:
Mirai addresses several critical challenges faced by developers and businesses:
- Cost Reduction: By running AI models directly on devices, Mirai eliminates the need for cloud-based inference, significantly lowering operational costs associated with AI deployment.
- Enhanced Privacy: On-device processing ensures that sensitive user data remains on the device, aligning with compliance standards such as GDPR and HIPAA, and enhancing user trust.
- Improved Performance: Utilizing Apple’s hardware accelerators, Mirai delivers up to 3x faster inference speeds compared to existing solutions, providing a seamless and responsive user experience.
- Offline Capability: Mirai enables AI functionalities to operate without internet connectivity, ensuring consistent performance regardless of network conditions.
By integrating Mirai, developers can build AI-powered applications that are faster, more private, and cost-effective, without the complexities traditionally associated with AI deployment.
