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Artificial Intelligence Tools Review > Blog > Best Ai Tools > Top 10 AI Lab Automation Software for Robotic Testing
Best Ai Tools

Top 10 AI Lab Automation Software for Robotic Testing

Moonbean Watt
Last updated: 20/06/2026 12:53 AM
By Moonbean Watt
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20 Min Read
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Top 10 AI Lab Automation Software for Robotic Testing
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In this article, I will review the best AI Lab Automation Software for Robotic Testing. These tools are changing the landscape of modern laboratories through smart automation, high-throughput, and AI-assisted workflow.

Contents
Why AI Lab Automation Software for Robotic TestingKey Point & Top AI Lab Automation Software for Robotic Testing1. Thermo Fisher Momentum AIThermo Fisher Momentum AI Aspects, Benefits & Benefits2. Beckman Coulter Biomek AI SoftwareBeckman Coulter Biomek AI Software Aspects, Benefits & Benefits3. Hamilton VENUS AIHamilton VENUS AI Aspects, Benefits & Benefits4. Tecan FluentControl AITecan FluentControl AI Aspects, Benefits & Benefits5. Agilent VWorks Automation AIAgilent VWorks Automation AI Aspects, Benefits & Benefits6. PerkinElmer JANUS AI AutomationPerkinElmer JANUS AI Automation Aspects, Benefits & Benefits7. HighRes Biosolutions CellarioHighRes Biosolutions Cellario AI Aspects, Benefits & Benefits8. Biosero Green Button Go AIBiosero Green Button Go AI Aspects, Benefits & Benefits9. Sartorius Cubis AI Lab AutomationSartorius Cubis AI Lab Automation Aspects, Benefits & Benefits10. Strateos Cloud Lab AiStrateos Cloud Lab AI Aspects, Benefits & BenefitsConclusionFAQWhat is AI lab automation software for robotic testing?Why is AI important in robotic lab automation?Which industries use AI lab automation software?What are the benefits of robotic testing automation?

These platforms are speeding research and decreasing the amount of manual processing, while increasing the quality, accuracy, and reliability of the results. I will highlight the most popular tools available in this field.

Why AI Lab Automation Software for Robotic Testing

Speed and Efficiency: Automated software for AI speeds up the process of robotic testing and optimizes manual interference. This allows experiments to be completed much quicker.

Accuracy and Reduced Human Error: This helps with the consistency of lab tasks such as pipetting, sample handling, and data recording, and ensures that the results are not only accurate, but also reliable.

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High-Throughput Functionality: AI lab automation software is great for large sample volume testing, and so is perfect for use in labs that focus on drug discovery, as well as on genomics and clinical testing.

Intelligent Workflow Optimization: AI is used to automatically determine the best order to complete robotic tasks and to utilize lab resources the best way possible and limit the inactivity of lab equipment.

Scalable Lab Automation: AI lab automation software is scalable across different instruments and different workflows should the demand for automation in the lab increase.

Enhanced Data Management and Traceability: This software ensures data is maintained in a manner that is readily accessible, secure, and complies with both the research and regulatory requirements.

Key Point & Top AI Lab Automation Software for Robotic Testing

SoftwareKey Points
Thermo Fisher Momentum AICentralized scheduling of robotic workflows, scalable high-throughput experiment coordination, strong integration with Thermo Fisher instruments
Beckman Coulter Biomek AI SoftwareIntelligent liquid handling automation, protocol optimization, error reduction in high-throughput screening
Hamilton VENUS AIFlexible robotic workflow design, AI-assisted scheduling, supports complex multi-device lab setups
Tecan FluentControl AISmart assay scheduling, real-time process monitoring, improved reproducibility in automated experiments
Agilent VWorks Automation AIHigh-throughput screening automation, scalable workflow orchestration, robust integration with Agilent platforms
PerkinElmer JANUS AI AutomationPrecise pipetting automation, AI-driven protocol execution, optimized for genomic and drug discovery workflows
HighRes Biosolutions Cellario AIAdvanced scheduling engine, multi-robot coordination, strong focus on cellular and drug discovery labs
Biosero Green Button Go AIDrag-and-drop workflow design, centralized lab scheduling, integrates diverse robotic systems
Sartorius Cubis AI Lab AutomationIntelligent weighing automation, data integrity tracking, compliance-ready lab workflow management
Strateos Cloud Lab AIFully remote experiment execution, cloud-controlled robotics, end-to-end automated drug discovery workflows

1. Thermo Fisher Momentum AI

Thermo Fisher Momentum AI is a cutting-edge lab automation orchestration system tailored for high-throughput robotic testing. As a Top AI Lab Automation Software for Robotic Testing, it provides tools to schedule and track the placement and use of multiple instruments and robotic systems.

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Thermo Fisher Momentum AI

Additionally, Momentum AI employs data analytics and artificial intelligence to create frameworks that optimize resource and workflow utilization.

Its advanced features have made it the preferred tool in pharmaceutical and biotech labs around the world for automation solutions required in drug discovery, laboratory automation, and genomics and compound screening.

Thermo Fisher Momentum AI Aspects, Benefits & Benefits

Aspects

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  • Workflow orchestration
  • AI scheduling for robotic tasks
  • Integration for multiple instruments
  • Automation dashboard (real-time)
  • Automation (scalable)

Benefits

  • Lab efficiency and throughput are better
  • Manual intervention and errors are less
  • Experiment reproducibility is better
  • Large scale drug discovery is possible
  • Resources are better utilized

Drawbacks

  • Implementation is costly
  • Requires trained technical staff
  • Complex for small labs
  • Thermo ecosystem reliance
  • Limited flexibility for non-integrated systems
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2. Beckman Coulter Biomek AI Software

Beckman Coulter Biomek AI Software is a top-of-the-line, AI-integrated automated liquid handler and laboratory workflow automation tool. Precision and flexibility in pipetting tasks and sample preparation automation for high-throughput screening are greatly enhanced with the use of this software.

Beckman Coulter Biomek AI Software

As a Top AI Lab Automation Software for Robotic Testing, it significantly reduces the number of errors made by researchers and aides in the generation of reproducible and reliable results in both experimental and screening workflows.

Biomek AI supports a multitude of laboratory automation services and research areas, including automation in the fields of genomics, proteomics, drug discovery research, and more.

Beckman Coulter Biomek AI Software Aspects, Benefits & Benefits

Aspects

  • Automation of liquid handling
  • AI for protocol improvements
  • High throughput screening
  • Personalized workflows
  • Fault detection

Benefits

  • Aids precise pipetting
  • Less human error
  • Quick sample processing
  • Ideal for genomics & proteomics
  • Improved protocol ease

Drawbacks

  • Inflexible outside Biomek
  • Costly system dependency
  • High technical demand
  • Complex & intensive maintenance
  • Not suited for small labs

3. Hamilton VENUS AI

Hamilton VENUS AI is cutting edge lab automation software designed to control robotic labs using smart scheduling and automation. As a Top AI Lab Automation Software for Robotic Testing, it allows labs to automate complex experimental protocols in a highly flexible manner.

Hamilton VENUS AI

Venues AI supports the integration of multiple devices and ensures the coordination of liquid handlers, incubators, and analytical devices.

Its AI features enhance task ordering, decrease dead time, and increase the efficiency of the system throughout. It is mainly used in pharmaceutical and clinical research labs because it improves experiment reproducibility and allows researchers to concentrate on data analysis, rather than manual experimental operations.

Hamilton VENUS AI Aspects, Benefits & Benefits

Aspects

  • Advanced robotic workflow design
  • Multi-device integration
  • AI-assisted scheduling engine
  • Script-based automation control
  • Real-time system monitoring

Benefits

  • Highly flexible automation system
  • Supports complex workflows
  • Improves laboratory productivity
  • Reduces downtime in processes
  • Strong reliability in research labs

Drawbacks

  • Steep learning curve
  • Requires programming knowledge
  • High initial setup cost
  • Integration can be complex
  • Limited beginner usability

4. Tecan FluentControl AI

Tecan FluentControl AI is an advanced automation software tool that controls the liquid handling robotics and the automation of laboratory workflows. As a Top AI Lab Automation Software for Robotic Testing, it offers smart scheduling, automation, and control of laboratory workflows in real time.

Tecan FluentControl AI

The automation highly precise sample processing and the automation of assay execution makes it suitable for applications in pharmaceutical and diagnostic workflows. FluentControl AI also allows the automation of laboratory workflows to be integrated with the cloud, thus enhancing traceability and compliance.

Its intuitive design interface allows researchers to design laboratory workflows rapidly, thus enhancing productivity and reducing experimental errors in laboratory automation systems designed for high throughputs.

Tecan FluentControl AI Aspects, Benefits & Benefits

Aspects

  • Automated liquid handling
  • AI workflow enhancements
  • Monitors progress in real time
  • Designed with cloud in mind
  • Can run assays automatically

Benefits

  • Assay accuracy is high
  • Enhanced reproducibility
  • Faster assays
  • Enhanced efficiency
  • Can be used in diagnostics & pharma

Drawbacks

  • System is expensive
  • Needs trained systems operators
  • Limited 3rd party systems
  • Dependent on their systems
  • Hard to setup

5. Agilent VWorks Automation AI

Agilent VWorks Automation AI is a sophisticated system for managing laboratory workflows geared towards high-throughput screening and the automation of processes via robotics. As a Top AI Lab Automation Software for Robotic Testing, it provides a powerful means to orchestrate a number of different tools within the scope of drug discovery and life science research.

 Agilent VWorks Automation AI

The use of AI helps to improve the efficiency of scheduling and helps to remove bottlenecks, all while providing reproducibility of results for experiments. It is capable of supporting complicated workflows of assays and provides seamless integration for Agilent robotic systems.

VWorks Automation AI also improves flexibility and the ability to scale, helping laboratories further improve their automation capabilities while providing laboratory-wide precision and consistency.

Agilent VWorks Automation AI Aspects, Benefits & Benefits

Aspects

  • Automated high-volume workflows
  • Coordinates multiple instruments
  • AI to aid scheduling
  • Drag and drop workflow
  • Lab integration at any scale

Benefits

  • Fast high volume screening
  • Eliminates bottlenecks
  • Enhances productivity
  • Simple workflow setup
  • Great support in Agilent ecosystem

Drawbacks

  • Licensing costs are high
  • Mostly Agilent systems
  • Needs technical setup
  • Dependent on their systems
  • Hard to use for beginners

6. PerkinElmer JANUS AI Automation

PerkinElmer JANUS AI Automation is an advanced automated liquid handler and workflow automation system designed for the modern laboratory. As a Top AI Lab Automation Software for Robotic Testing, it facilitates the accurate preparation of samples, automated pipetting, and execution of lab protocols.

PerkinElmer JANUS AI Automation

The system, which is AI-based, helps to eliminate errors caused by personnel and helps to maintain a high level of consistency throughout a variety of different experimental workflows. It is a system that is widely utilized throughout the different branches of pharma plus the fields of proteomics and genomics.

JANUS AI embraces flexible automation and customizable designs of workflows, thus helping laboratories maximize efficiency within their experiments. Integration with the majority of laboratory instruments automates the movement and transfers of data, thus making what is referred to as the backbone of an automated laboratory system.

PerkinElmer JANUS AI Automation Aspects, Benefits & Benefits

Aspects

  • Automated liquid handling
  • AI executes protocols
  • High-throughput sample handling
  • Workflow design is flexible
  • Data tracking is built in

Benefits

  • High precision and accuracy
  • Less chance of contamination
  • Faster workflows
  • Great for drug discovery
  • Enhanced reproducibility

Drawbacks

  • System cost is high
  • Needs a skilled workforce
  • System is hard to maintain
  • Standalone use is limited
  • Dependent on their systems
  • Hard to integrate

7. HighRes Biosolutions Cellario

HighRes Biosolutions Cellario AI is an advanced lab orchestration software designed for multi-robot coordination. As a Top AI Lab Automation Software for Robotic Testing, Cellario AI provides robust features for scheduling and managing the execution of complex experimental protocols.

HighRes Biosolutions Cellario

The software also supports a wide range of lab instrument integrations for facilitating high-throughput lab tests. Cellario AI increases the productivity of lab workflows by improving the sequencing of tasks and minimizing the idle time in between tasks.

It is a popular choice in pharmaceutical research and cell biology due to its scalable and flexible offerings for automated lab work. The embedded AI capabilities of Cellario also aid users in making informed decisions and improve the reproducibility of experiments.

HighRes Biosolutions Cellario AI Aspects, Benefits & Benefits

Aspects

  • Multi-robot orchestration
  • Centralized workflow control
  • AI-driven scheduling engine
  • Device integration support
  • Real-time system tracking

Benefits

  • Maximizes lab throughput
  • Reduces idle time
  • Improves automation efficiency
  • Supports complex experiments
  • Enhances scalability

Drawbacks

  • Expensive deployment
  • Requires advanced training
  • Complex integration setup
  • Limited small-lab usability
  • High system dependency

8. Biosero Green Button Go AI

Biosero Green Button Go AI is a sophisticated lab automation scheduling software that manages robotic workflows. As a Top AI Lab Automation Software for Robotic Testing, Green Button Go AI features drag-and-drop workflow design along with automated scheduling for high-throughput experimental workflows.

Biosero Green Button Go AI

The software promotes a plug-and-play approach to lab device automation and improves the usage of available resources. Green Button Go AI is one of the most popular robotic automation solutions in pharmaceutical, biotech, and clinical research labs due to the software’s effect on automation scaling and productivity in complicated lab environments.

Biosero Green Button Go AI Aspects, Benefits & Benefits

Aspects

  • Drag-and-drop workflow design
  • AI scheduling system
  • Multi-device integration
  • Centralized lab control
  • Workflow visualization tools

Benefits

  • Easy to use interface
  • Faster workflow creation
  • Improves lab efficiency
  • Reduces human errors
  • Supports scalable automation

Drawbacks

  • High software cost
  • Needs compatible instruments
  • Limited customization depth
  • Requires training
  • Complex enterprise setup

9. Sartorius Cubis AI Lab Automation

Sartorius Cubis AI Lab Automation is an innovative software solution with a focus on smart weighing and intelligent data management within the lab. Sartorius Cubis is listed among the Best AI Lab Automation Software for Robotic Testing as it ensures accuracy, accountability, and the automation of data entry.

Sartorius Cubis AI Lab Automation

The AI system builds accuracy and the element of control within sample preparation and supporting workflows. Additionally, the system builds on the lab’s information system, providing improved traceability and data assurance.

Sartorius Cubis AI is a great solution for regulatory compliance, QC, and research labs, and works to reduce human error while increasing the efficiency and reliability of lab processes.\

Sartorius Cubis AI Lab Automation Aspects, Benefits & Benefits

Aspects

  • AI-based precision weighing
  • Automated data recording
  • Compliance tracking tools
  • Digital lab integration
  • High-accuracy sensors

Benefits

  • Extremely precise measurements
  • Ensures regulatory compliance
  • Reduces manual errors
  • Improves data integrity
  • Ideal for QC labs

Drawbacks

  • Limited to weighing applications
  • High equipment cost
  • Requires calibration often
  • Not suitable for full automation
  • Hardware-specific system

10. Strateos Cloud Lab Ai

Strateos Cloud Lab AI is an entirely autonomous laboratory system, designed to operate in the cloud. Strateos Cloud Lab AI is ranked among the Best AI Lab Automation Software for Robotic Testing as it allows researchers to control robotic labs from any global location.

Strateos Cloud Lab A

The system combines automation with AI for the scheduling, analysis, and optimization of experiments. The system is widely adopted by researchers and biotechnology innovators as Strateos Cloud Lab AI supports and accelerates the innovation process.

By providing access to an automated lab, Strateos Cloud Lab AI helps researchers meet the demands of a flexible and scalable lab without the need of a personal and/or a physical presence to perform high quality and reproducible scientific research.

Strateos Cloud Lab AI Aspects, Benefits & Benefits

Aspects

  • Fully cloud-based lab control
  • Remote experiment execution
  • AI-driven workflow optimization

Benefits

  • The need for physical proximity to a research lab is eliminated, thereby facilitating remote research.
  • The need for a physical research lab is eliminated, thereby facilitating remote research.
  • Research requires less time.
  • The system is easy to scale.
  • It promotes collaboration.

Drawbacks

  • It requires constant internet access.
  • The model is less economical.
  • Physical customizations are limited.
  • It poses a risk for data security.
  • It is not appropriate for labs that work offline.

Conclusion

The Robotic Testing AI Lab Automation Software has dramatically changed the way researchers are able to work in a lab by allowing faster, simpler, more accurate, and more scalable workflows. The incorporation of AI technology has allowed for improved orchestration, prompts, and robotic integration, as evidenced by the Thermo Fisher Momentum AI,

Hamilton VENUS AI, and Strateos Cloud Lab AI. In addition to reducing errors, these solutions dramatically increase throughput for a multitude of lab processes across areas such as drug discovery, genomics, and clinical testing, all while aiding reproducibility.

AI solutions significantly increase lab automation, and the tools of the future will be aimed more and more at making the best use of lab resources, all while speeding up the fine art of discovery in clinical practice. In the rapidly changing area of life science and the pharmaceutical business, the use of the best Robotic Testing AI Lab Automation Software will be essential for a lab to remain competitive and efficient.

FAQ

What is AI lab automation software for robotic testing?

AI lab automation software for robotic testing is a digital platform that controls, schedules, and optimizes laboratory robots used in experiments. It helps automate tasks like sample handling, pipetting, and high-throughput screening. Systems such as Thermo Fisher Momentum AI improve efficiency by reducing manual intervention and increasing accuracy in complex scientific workflows.

Why is AI important in robotic lab automation?

AI is important because it enhances decision-making, workflow scheduling, and error reduction in automated labs. It enables predictive optimization of experiments and ensures better resource utilization. Tools like Biosero Green Button Go AI use AI to streamline robotic coordination and improve experimental consistency.

Which industries use AI lab automation software?

AI lab automation software is widely used in pharmaceuticals, biotechnology, genomics, clinical diagnostics, and chemical research. Platforms such as Agilent VWorks Automation AI support high-throughput drug discovery and large-scale testing environments, making them essential for modern life sciences industries.

What are the benefits of robotic testing automation?

Robotic testing automation improves speed, accuracy, and reproducibility while reducing human error. It also allows laboratories to handle large sample volumes efficiently. Solutions like PerkinElmer JANUS AI Automation help automate complex liquid handling and experimental workflows with high precision.

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