Related Products
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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.
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About
WATR is an integrated environmental monitoring system that provides real-time water and soil quality data through a cloud-based dashboard, enabling accurate, reliable, and continuous monitoring with customizable alerts and seamless access from desktops and mobile devices. It supports a wide range of sensor types and probes and is sensor-agnostic, allowing clients to use existing equipment or WATR’s benchmark-tested sensors to measure parameters such as pH, conductivity, dissolved oxygen, temperature, depth, and rainfall, and the system uploads readings at preset intervals for graphical comparison and trend analysis. WATR products include floating, bankside, and soil monitoring hardware designed to operate as standalone units or part of a connected ecosystem, with automated alert notifications and the ability to trigger external equipment via the Switch device. Its API enables integration with existing systems, and connectivity options.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Scientific researchers, engineers, robotics teams, and advanced manufacturers seeking to let AI agents safely control, monitor, and coordinate programmable physical equipment
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Audience
Environmental scientists, water resource managers, and organizations that need real-time, cloud-based water and soil quality monitoring to collect, visualize, and respond to environmental data
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationModel Hardware Standard (MHS)
United States
www.modelhardwarestandard.com
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Company InformationWATR
Founded: 2017
United Kingdom
www.watr.tech/
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