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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 Coast?

Coast is an innovative memory management system designed specifically for you and your agents, operating as a continuous screen recording tool that leverages secure, localized processing on Apple’s Neural Engine to improve your personal context. Built exclusively for Mac, Coast unobtrusively monitors your screen activities in the background, fully respecting the privacy preferences you set. After installation, users are required to grant permissions for screen recording and accessibility, which allows the application to capture user actions and compile a searchable database of their visual experiences. Coast enables users to explore their personal history, navigate a visual timeline with ease, and revisit past activities without the need for cloud services. By emphasizing a local-first approach, it guarantees that all processing occurs directly on the device, thus making personal context easily accessible while protecting user privacy and autonomy. Beyond functioning as a personal memory vault, the app also serves as an essential tool for AI agents, promoting a smooth integration of individualized insights. This dual functionality not only enriches the user experience but also significantly enhances the efficacy of AI interactions, making it a versatile asset in everyday digital life. Additionally, users can adjust their privacy settings at any time, ensuring that their personal data remains secure and under their control.

Media

Media

Integrations Supported

DeepSeek R1
Gemma 3
Gemma 4
LFM-3B
Llama
Polaris
Qwen3
SmolLM2
gpt-oss-120b

Integrations Supported

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 Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

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

Coast

Date Founded

2026

Company Location

United States

Company Website

coast.app/

Categories and Features

Categories and Features

Popular Alternatives

Popular Alternatives

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