Now with Agentic Model Hardware Protocol
Meet AINA, the LabCobot. AI that works safely in your lab.
The collaborative lab robot with Agentic Model Hardware Protocol: AI agents discover, validate and operate your equipment through AINA—with traceable results.
Live session · no prep needed · English or German
- Deployed in research labs today
- EU-hosted, GDPR-aligned
- 40 h integration included
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What makes AINA different
Agents reason. AINA acts. MHP governs the handoff.
Agentic Model Hardware Protocol (MHP), defined
Agentic Model Hardware Protocol is AINA’s governed interface between AI agents and physical laboratory equipment. It makes device capabilities and limits discoverable, validates requested actions before execution, routes approved operations to hardware, and returns traceable evidence.
- Connects
- AI agents and models, AINA LabCobot, sensors, instruments, grippers, and programmable lab equipment.
- Describes
- Available commands, accepted inputs, device state, operating limits, and safety constraints.
- Validates
- Permissions, preconditions, parameter ranges, approvals, and digital-twin checks before motion.
- Returns
- Telemetry, measurements, images, completion status, warnings, and errors with workflow context.
One governed execution loop
From agent request to AINA’s physical evidence—in four steps.
- parameter range
- digital-twin check
- approval
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Discover compatible hardware
MHP reveals available devices, supported actions, current state, and declared operating constraints.
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Validate the action plan
Permissions, parameter ranges, preconditions, and the digital twin check the model’s request before motion begins.
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AINA executes
AINA translates the approved request into deterministic, collaborative robot operations—no safety cage required.
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Return evidence
Telemetry, images, measurements, exceptions, and completion status return to the model with the workflow context intact.
Safe physical AI by design
An agent never drives AINA without MHP in between.
- Scopeonly exposed actions and ranges
- Preflightstate, twin check, approvals
- Traceevery run stays observable
Evidence from the lab
AINA already runs in research labs.
- 4,000+organizations on the SupraWorx model and data layer behind AINA
- 4 stepsdiscover, validate, execute, return evidence—one governed loop
- 40 hprotocol mapping and process customization in every package
- EUhosted, GDPR-aligned infrastructure with on-device processing first
“Integrating AINA to automate repetitive tasks has been a game-changer, but the true strength lies in the full package. With seamless automation and robust analysis tools, it provides everything we need to work smarter and faster.”
“AI should not just understand the experiment. It should work safely beside you. MHP is the interface that makes this laboratory work.”
From one endpoint to a connected lab
AINA is already working in labs. MHP makes it agent-ready.
Three AINA deployments.
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Advancing Spatial Omics Analysis with AINA, the LabCobot.Eva Hernschier

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Transforming Laboratory Processes with Advanced Technology at TU ChemnitzTobias Goecke (Göcke)
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Real-Time Dermatology Classification with AINA, the LabCobot - SupraWorx WorkbenchEva Hernschier

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Transforming Laboratory Processes with Advanced Technology at TU Chemnitzby Tobias Goecke (Göcke)Read the TU Chemnitz use case
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Get AINA
Two AINA packages. Agentic Model Hardware Protocol in both.
Every AINA ships with its Agentic Model Hardware Protocol endpoint, digital-twin validation and 40 hours of guided integration.
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Best for a focused first workflow
AINA Standard
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€26,691.40excl. tax
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Pick, collect, and place workflows
AINA Standard Agentic Model Hardware Protocol endpoint
40 hours of protocol mapping and process customization
- Request Standard Buy online
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Most flexible
AINA Hero
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€37,491.40excl. tax
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Individual robotic gripper for your use case
AINA Premium Agentic Model Hardware Protocol endpoint
40 hours of protocol mapping and process customization
- Request Hero Buy online
Book a live demoNot sure which AINA fits?
Show us your workflow. We’ll propose the smallest useful starting point.
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Practical answers
What teams ask before they get AINA.
What is Agentic Model Hardware Protocol?
Agentic Model Hardware Protocol is AINA's governed interface between AI agents and models and physical laboratory equipment. It exposes device capabilities and constraints, validates requested actions, routes approved operations, and returns a traceable execution record.
How is Agentic Model Hardware Protocol different from a direct hardware API?
A direct hardware API exposes device-specific commands. Agentic Model Hardware Protocol adds a governed model-facing layer that describes capabilities and constraints, checks state and permissions, validates requested actions, routes approved operations, and returns evidence in a consistent structure.
What evidence does Agentic Model Hardware Protocol return after execution?
An MHP execution can return device state, parameters, telemetry, measurements, images, completion status, warnings, and errors with the workflow context needed for review or a model's next step.
Can I connect the AINA LabCobot to my Laboratory Information Management System (LIMS)?
Yes. AINA supports integration with ELN and LIMS systems such as eLabNext. The AINA team can also help connect additional systems.
Do I need programming skills to set up AINA?
No. The AINA team maps device capabilities into Agentic Model Hardware Protocol, configures the digital-twin validation flow, and provides 40 hours of training and process customization.
How does AINA protect sensitive laboratory data?
AINA prioritizes on-device processing, secure private-cloud capabilities, GDPR-aligned handling, and encryption to reduce external transmission risks and safeguard laboratory data.
What happens if power or network connectivity is interrupted?
AINA is designed to resume after power is restored. During network interruptions, supported tasks can continue on-device, data is buffered securely, and connected systems synchronize again when connectivity returns.
Can AINA's gripper be changed for different use cases?
Yes. AINA's robotic-arm attachments, including the gripper, can be exchanged to support different laboratory tasks and use cases.
Are there specific safety requirements for operating AINA in a laboratory?
AINA is a collaborative robot designed to operate without an enclosed safety case. It stops immediately when it detects an object during an action.
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Bring AINA into your lab
Tell us what AINA should do in your lab.
Describe the task in plain language. We’ll map a practical starting point and the right AINA configuration.
Agents decide. AINA does the work. MHP keeps it governed.
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