Our Industries
Ceyeborg’s solutions are already driving innovation in the energy, medical, and MLOps industries, enhancing efficiency and quality across complex operations. Our versatile technologies are designed to adapt to various industrial needs, and we’re always ready to support new sectors with tailored solutions. Get in touch with us to explore how we can empower your industry with AI-driven insights and automation.
Oil, Gas & Hydrogen Transport
Production of pipelines for the transportation of Oil, Gas and Hydrogen requires stringent quality control to avoid costly premature failures after deployment. A new technology in this field is thermoplastic composite pipes (TCP), which are produced by winding several layers the fiber tape around an inner core liner. The correct placement of the tape is critical to the properties of the final produced pipe. Ceyeborg supports pioneers in this field to automate the process of tape placement using its proprietary AI-based computer vision technology. Ceyeborg also enables its partners to record and retrace all production parameters of each pipe produced using our database technology. Each meter of pipe produced can be visualized in the Web-based UI to retrace its parameters during production, giving customers the confidence in knowing the exact conditions that segment of pipe was produced in.
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Oil, Gas & Hydrogen Transport
Ceyeborg uses AI-based computer vision for monitoring and sending control signals to maintain production parameters of the winding process over the PLC of the production line. The parameters of the pipe production are stored in Ceyeborg’s database software and made accessible to customers of the pipe, in order to improve transparency and share the production parameters of each produced pipe. Ceyeborg also constructs the custom hardware monitoring stations and their corresponding electronic control units (ECUs) to integrate the dynamically movable camera sensors into the production line of its partners.
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Medical
In the field of medical packaging, stringent standards ensure product safety and traceability. One key aspect is the implementation of Unique Device Identification (UDI) codes, which are standardized identifiers assigned to medical devices and their packaging. These codes, following GS1 standards, uniquely identify each product, allowing for precise tracking throughout the supply chain. Meeting GS1 standards for UDI codes enables seamless interoperability between different stakeholders in healthcare, including manufacturers, distributors, and healthcare providers. This standardized approach improves inventory management, facilitates recalls, and enhances patient safety by ensuring accurate identification and traceability of medical products.
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Medical
The quality of UDI codes directly impacts traceability, inventory management, and patient safety. Ceyeborg offers automated, in-line grading systems which can assess the readability and accuracy of UDI codes during manufacturing, helping to identify and correct issues such as poor printing, incorrect data, or damaged labels. By detecting and grading UDI codes in real-time, manufacturers can minimize errors, reduce the risk of product recalls, and ensure compliance with regulatory requirements.
The inspection stations can be connected to robust databases, enabling efficient data storage and retrieval for traceability and compliance verification. Furthermore, they are equipped to communicate over OPC UA (Open Platform Communications Unified Architecture), allowing seamless integration with your factory’s existing infrastructure and printing devices. This proactive approach not only enhances efficiency in production but also contributes to the overall integrity and effectiveness of medical device identification and traceability systems.
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Machine Learning Operations (MLOPS)
Ceyeborg helps its partners achieve AI deployment success by analyzing their machine learning algorithms and optimizing them to run more efficiently on the target hardware. Using novel compression techniques, our technology can provide multiple neural network solutions, empowering you with the choice of network that fits your needs. To round off your machine learning operations (MLOps), Ceyeborg can test and train your algorithms against adversarial attacks and set up active learning flows to enable your AI algorithms to improve after they have been deployed in the field. You can make use of Ceyeborg’s many years of experience in AI acceleration to tune, deploy, and scale your algorithms for your use-case.
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Machine Learning Operations (MLOPS)
With a proven track record in both industry and academia, Ceyeborg’s experts are adept at efficiently deploying algorithms on a variety of edge and server platforms, including NVIDIA, Qualcomm, Xilinx FPGAs, SimaAI, and more. Our interfaces are designed to seamlessly integrate with popular machine learning frameworks such as PyTorch, TensorFlow, Keras, and ONNX, allowing us to provide our compression and active learning technology as a service to a broad spectrum of clients.
To ensure the robustness and security of your AI algorithms, our adversarial attack toolkit rigorously tests for vulnerabilities prior to release. If necessary, we can also enhance the resilience of your models against such attacks through targeted training. Ceyeborg offers personalized consulting services to guarantee the success of your AI deployments.
Our team’s extensive expertise in hardware, compilers, and neural network architectures uniquely positions Ceyeborg to address and overcome challenges at any stage of your MLOps pipeline. By leveraging our knowledge and experience, we help you achieve optimal performance and reliability in your AI solutions.
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Your Industry
Find out how our advanced technologies can help you take a transformative leap in your industry, optimizing processes and enhancing operational efficiency. Whether you are looking for innovative solutions or expert consultation, contact us to schedule an appointment or inquire about demonstrations, Gemba walks and tailored advice. Let us help you unlock the full potential of your business with industrial AI technology.
