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Providing demonstration testing on the test field of robotic or AI-driven solutions

Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)

Poznan Supercomputing and Networking Center (PSNC)

As part of the service, a testbed will be provided for product demonstration of robotic machines along with AI systems. The polygon will be configured and prepared to meet the customer's individual needs in terms of field operations, technological processes, and communication. The service provider will provide polygons with a variety of surfaces according to the customer's specifications, e.g., meadow, ploughed field. The service will include soil moisture control, continuous monitoring of the field, and all activities carried out on it. The service providers will provide the necessary assistance and infrastructure needed to support the fieldwork carried out by the surveyed sites. The service may also involve demonstration of AI systems used in apiaries.

Data analysis

Desk assessment

People training

Performance evaluation

Provision of datasets

Test design

Test execution

Test setup

Provision of real-time data streams

Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)

The service provides access to data streams collected from equipment tested by other services or using specially installed sensor or camera arrays in specific test environments. It includes the provision of data streams from sensors and cameras installed to meet specific customer needs in agreed areas and tailored to work in these specific locations. Such areas are, for example, fields, orchards, vineyards, forests, or specific locations such as farms, barns, or warehouses. Furthermore, the service includes access to corrections from local RTK stations and meteorological station data. In this way, it provides comprehensive and reliable data access support for a variety of customer requirements.

Collection of test data

Provision of datasets

Technology advancement and readiness assessment

Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)

Poznan Supercomputing and Networking Center (PSNC)

Wielkopolska Agricultural Advisory Center in Poznań (WODR)

This service helps you understand where your AI-powered product, system, or software stands in terms of technological maturity. We conduct a basic, yet structured evaluation of your solution—including physical testing of selected components and general system behaviour—to identify its current development stage and key areas that need improvement. We also assess the quality of documentation, system architecture, and software implementation. For example, when evaluating an apple-picking robot, we assess the readiness and integration of its core subsystems: the gripper mechanism, robotic arm kinematics and control, and the vision system responsible for detecting ripe fruit. We analyse areas where current solutions can be improved or require some redesign and whether the robot as a whole can effectively perform “scene ”cleaning”—removing ripe apples while preserving unripe ones and the plant structure. Based on our findings, we prepare a clear roadmap and a development plan with recommendations for the next steps, which may include further testing or refinement through other agrifoodTEF services. As part of the process, we also confirm the current Technology Readiness Level (TRL) of each major component. The outcome helps you focus your R&D work and understand what is still required to move your solution closer to full deployment and commercial readiness.

Conformity assessment

Testbed preparation

Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)

Wielkopolska Agricultural Advisory Center in Poznań (WODR)

Testbed preparation will enable costumers to execute physical tests of their technology/machines/algorithms in line with their expectations.

Within this service, costumers might get a well prepared flat/slopped arable lands or permanent grasslands.

We can also prepare a land with "controlled rain conditions" or a dump ground. There is also a possibility of providing and preparation of apiary or a sprinkler for software testing. We can help costumers run physical experiments by preparing a cultivated/non-cultivated fields or run tests on test plots, specially designed for testing. Within the latter, we will take care of such elements like: soil preparation, seed/plant procurement, seeding/planting, plant growth management, preparation of technical infrastructure. All this to meet your needs to ensure optimal conditions for conducting and monitoring tests.

This service can be executed in fields with various area with system of weather stations, phenological stations and ICT infrastructure. We can also prepare costumers sets of data collected for these areas like archive cultivated plants, treatments, crops, etc.

Testing of error handling, failure monitoring, and safety related to cyber threats

Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)

As part of the service, its provider offers to grant access to the possibility to perform and carry out specialised tests for artificial intelligence systems and robots, aimed at detecting system faults, monitoring failures, and providing reliable assessments of cybersecurity risks present in the operation of IT systems, computer systems, data transmission, etc. These are now necessary measures to ensure the safe, reliable, and secure operation of artificial intelligence systems, autonomous vehicles, and robots. They require continuous testing by their user, the owner, which goes beyond basic functionality. In addition, continuous monitoring of failures through sensor data, system logs, and performance indicators is crucial to identify potential problems before they escalate. These activities are also part of a continuous cybersecurity threat assessment of owned ICT systems, databases, etc.

Cybersecurity

Performance evaluation

Testing of plant health assessment tools for high-value crops

Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)

The service is intended to provide the client with technological and intellectual support for the improvement of plant health assessment tools for high-value crops. Support will be provided through testing of optical technology solutions, image analysis pipelines, and AI systems. The proposed testing and analysis will provide a wealth of feedback on the relevant tools and the quality and utility of the crop health data they collect. It may lead to changes in components, tools, and the choice of software and algorithms and general suggestions to ensure safe and effective work with sensitive crops.

Testing security and robustness of AI systems

Poznan Supercomputing and Networking Center (PSNC)

Our service offers comprehensive testing for the security and robustness of AI products, tailored to meet the specific requirements of our customers across various operational fields, technological processes, and communication systems. We specialise in conducting thorough security audits, penetration tests, vulnerability scans and code reviews to identify and mitigate potential security threats. By leveraging advanced testing techniques such as automated and manual pentesting, fuzz testing or hybrid source code reviews, we ensure that AI products are robust against cyber threats and/or adversarial attacks before they go to market. Our adaptable approach allows us to customise each service to align with the unique security needs of each customer, providing them with a high level of protection and confidence in their AI technologies.

Cybersecurity

Performance evaluation

Test design

Test execution

Test setup