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What is Mirai?

Mirai stands out as a sophisticated platform designed specifically for developers, focusing on on-device AI infrastructure that facilitates the conversion, optimization, and execution of machine learning models right on Apple devices, all while prioritizing performance and user privacy. With a streamlined workflow, teams can effectively convert and quantize models, evaluate their performance, distribute them, and perform local inference without any hassle. Tailored for Apple Silicon, Mirai aims to deliver near-zero latency and eliminate inference costs, ensuring that the processing of sensitive data remains entirely on the user's device for enhanced security. Its comprehensive SDK and inference engine empower developers to quickly embed AI capabilities into their applications, utilizing hardware-aware optimizations to fully harness the potential of the GPU and Neural Engine. Additionally, Mirai incorporates dynamic routing features that smartly decide on the optimal execution path for tasks, whether it be executing locally or accessing cloud resources, while considering important factors like latency, privacy, and workload requirements. This adaptability not only improves the overall user experience but also equips developers with the tools to craft more responsive and efficient applications that cater specifically to the needs of their users, ultimately driving innovation in the realm of on-device AI.

What is AWS Local Zones?

Boost the efficiency of your low-latency applications while complying with data residency laws across an increased number of locations. Make use of scalable edge computing resources that follow a pay-as-you-go pricing structure. Take advantage of the robust AWS infrastructure, services, APIs, and tools that ensure smooth operations. AWS Local Zones represent a unique infrastructure type that positions vital AWS services closer to your users and workloads. By situating AWS resources in proximity to your end users and business centers, you can run applications that require single-digit millisecond latency or localized data processing seamlessly. This strategic location enhances the creation and execution of applications for various real-time needs such as gaming, live streaming, augmented and virtual reality (AR/VR), and virtual workstations. Transitioning your applications to a nearby AWS Local Zone allows you to maintain low-latency performance even in a hybrid configuration. Additionally, you can uphold compliance with regional and state data residency regulations across many industries, including healthcare, financial services, and government, while simultaneously broadening your operational scope. Utilizing these local zones not only provides improved performance but also offers increased flexibility in workload management, enabling you to respond swiftly to changing demands. Ultimately, this approach empowers you to innovate and adapt in a competitive landscape.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
DeepSeek R1
Gemma 3
Gemma 4
LFM-3B
Llama
Polaris
Qwen3
SmolLM2
gpt-oss-120b

Integrations Supported

Amazon Web Services (AWS)
DeepSeek R1
Gemma 3
Gemma 4
LFM-3B
Llama
Polaris
Qwen3
SmolLM2
gpt-oss-120b

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Mirai

Date Founded

2024

Company Location

United States

Company Website

trymirai.com

Company Facts

Organization Name

Amazon

Company Location

United States

Company Website

aws.amazon.com/about-aws/global-infrastructure/localzones/

Categories and Features

Categories and Features

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