Sapio ELNSapio Sciences
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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
Sapio ELN is an electronic lab notebook that flexes to the needs of every scientific experiment by combining a built-in AI assistant, science-aware tools, no-code configurability, and powerful data integration and visualization into one unified platform. Its ELaiN chat assistant lets scientists create and configure experiments, manage consumables, integrate and query data, visualize results, optimize DNA sequences, and even generate custom code, all via natural-language conversation. The ELN includes an advanced molecular biology toolkit (CRISPR design, plasmid and compound design, PCR primer design, vector modification, genome browser), reusable experiment templates, free-form note taking, instrument integrations, real-time collaboration, and built-in statistical calculations. Science-aware searching lets users find structured and unstructured data, including substructure and similarity compound queries, and instantly generate interactive, scientific visualizations without SQL.
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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
Scientists and lab operations teams wanting a solution to streamline experiment design, data analysis, and workflow automation without writing code
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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 InformationSapio Sciences
Founded: 2004
United States
www.sapiosciences.com/products/electronic-lab-notebook/
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