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About
Simplify your data collection processes by standardizing your operations. Integrate manual laboratory processes and computer-controlled instruments. Remove frictions in collaborations by giving your collaborators and services providers the data they need to do their job. Improve the reproducibility of your processes through standardization. Measure process reproducibility by comparing multiple repetitions of the exact same operations. Increase the statistical power of your experiments by producing more data points and reducing experimental errors. Increased statistical power is the difference between strong scientific results and anecdotal observations. Strong scientific results lead to stronger patent applications, higher impact publications, and accelerated development of better-performing products. Use the lab's dashboard to keep track of the work in process, the to-do list, and the list of backlogged requests.
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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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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
Companies looking for a laboratory management system that increases laboratory throughput
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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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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
$2,995 one-time payment
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Pros & Cons from Real UsersPros
Cons
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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 InformationGenoFAB
Founded: 2019
United States
www.genofab.com
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Company InformationModel Hardware Standard (MHS)
United States
www.modelhardwarestandard.com
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Categories |
Categories |
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LIMS Features
Audit Trail
Certificates of Analysis
Data Import / Export
Electronic Laboratory Notebook
Inventory Management
Lab Instrument Interface
Reporting & Statistics
Sample Tracking
Specification Management
Workflow Management
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Integrations
Anthropic
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