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About

Model Hardware Standard (MHS) is a shared specification that enables AI agents to safely operate physical equipment used in scientific research and advanced manufacturing. It provides a standardized way for agents to discover, understand, and control programmable devices such as microscopes, liquid handlers, robotic arms, sensors, and other lab or factory instruments without requiring bespoke integrations for every machine. MHS introduces standardized drivers built around simple primitives such as read and write, making device capabilities discoverable in a common format across networks. Drivers can also include natural-language metadata about machine characteristics, adjustable parameters, measurements, and enforced safety limits, giving agents the context they need to operate unfamiliar equipment. Once connected, agents can control devices through MCP, command-line interfaces, or APIs, sequence operations across multiple instruments, monitor results, and adjust parameters.

About

Valiot Al enables plant managers to identify and quickly alleviate production bottlenecks without dismantling existing infrastructure or equipment. Using powerful AI Algorithms, with a System Dynamics approach, Valiot provides manufacturers with tools to evolve their production into a smart, connected, and autonomous operation, providing operational advantages never imagined before. We couple the power of Al with the flexibility of loT to help manufacturers enhance their operations. Our FactoryOS solution connects with your shop floor and admin systems. It gathers data directly from your PLCs, drivers, IoT sensors, IoT platform, or any other data-generating source from your shop floor and administrative systems.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Scientific researchers, engineers, robotics teams, and advanced manufacturers seeking to let AI agents safely control, monitor, and coordinate programmable physical equipment

Audience

Companies searching for an AI platform to unleash their operations true potential

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Model Hardware Standard (MHS)
United States
www.modelhardwarestandard.com

Company Information

Valiot
Founded: 2017
United States
valiot.io

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Categories

Categories

Integrations

Anthropic

Integrations

Anthropic
Claim Model Hardware Standard (MHS) and update features and information
Claim Model Hardware Standard (MHS) and update features and information
Claim Valiot and update features and information
Claim Valiot and update features and information