Data Engineering, Artificial Intelligence & Computer Vision
Seamlessly integrate data solutions, artificial intelligence, and powerful computer vision systems to tap vast potential for innovation and boost efficiency in any industry.
Data is a rising force in business. In fact, we see it as the make-or-break factor for business success. Taking a holistic approach to data engineering, our services cover the entire data lifecycle, from data acquisition at the sensor to data delivery and analysis in the cloud. To this end, we
Design and implementation of modern data pipelines & architectures
Cross-platform expertise in cloud-based data processing
Implementation of suitable data management & governance frameworks
Data analytics and accurate reporting of the analysis results obtained
Introduction and optimization of DataOps methodologies
Design of scalable database systems for efficient resource utilization
AI Engineering
Today’s advanced sensor systems generate vast amounts of data. The great challenge is to mine this data to develop value-adding solutions. Count on us to help you implement and optimize AI systems. Anything goes, from conducting data campaigns and orchestrating machine learning operations (MLOps) to implementing and optimizing AI models. And rest assured, we will factor all hardware constraints and regulatory issues into the equation. Call on us to
Efficient engineering processes through generative AI: We advise you from the selection of suitable tools to the customized integration of generative AI and help with the implementation of individual AI solutions.
Development and continuous optimization of powerful AI models.
MLOps: Our data and MLOps pipelines support and automate AI development from data acquisition to labeling and deployment.
Embedded AI: Model optimization and deployment on the target platform such as embedded devices, on the edge or in the cloud.
Our data-driven AI development process implements AI and data lifecycle in efficient and compliant processes according to the requirements of your project.
Support in the technical implementation of the AI Act and associated standards such as ISO 8800 (Safety and Artificial Intelligence for Road Vehicles), in particular in the development of AI with a focus on safety-relevant properties and in the implementation of a data lifecycle.
Integration of foundation models into custom specific applications.
Smartsearch: We increase the efficiency of your algorithms and support your planning and decision-making processes with our search and optimization techniques – intelligently, systematically and automatically.
Computer Vision & Signal Processing
We develop and implement advanced solutions that are capable of capturing complex environments, interpreting data and creating innovative applications. Our in-depth knowledge of image processing, pattern recognition, machine learning and sensor fusion enables us to meet the high demands for precision, reliability and performance. We offer a holistic and methodical approach that enables the integration of computer vision and signal processing technologies in a wide range of industries. This enables us to create innovative solutions that meet the needs of today’s connected world. Our portfolio includes the followinig services:
Perception
Development of systems for precise perception and interpretation of the environment
Object recognition, image analysis, 3D mapping and localization (usually as an AI-based solution)
Robotics and autonomous navigation
Other applications that require image processing and machine vision
Machine Vision
Development and implementation of image processing systems, e.g. for quality control in industrial environments
Object recognition and image analysis
Classic and machine learning algorithms for a wide range of applications
Sensor Fusion
Integration of data and information at sensor, feature or decision level
More precise or safer situation perception through suitable combination of sensor information
Sensor Services
Selection and procurement of sensors including the design of system architectures
Integration of sensor technology into existing or new systems, supported by sensor simulations
Calibration of cameras and sensors, data management and visualization services
Consulting Services
The effective use of data is a key success factor, but many organizations struggle to use their collected data efficiently. We support you with individual consulting – from identifying the potential of your data to implementing AI approaches.
Discovering data potential: A clear data strategy is crucial to understanding what data is needed. This enables the greatest possible benefit to be derived from the data collected. We support our customers in finding and implementing a suitable data strategy for their company.
Maintaining an overview: Data governance allows data to be managed organizationally and technically. We put you in an organizational and technological position to define access rights, create and maintain a data catalog and ensure that you can process your data in accordance with the GDPR and Data Act.
In our AI-Week strategy workshop, we empower our customers with the basics, methods and practical applications for their AI projects. Together with our customers, we identify challenges, assess AI maturity levels and develop actionable strategies for the seamless integration of AI.
Sensor Services – precision and efficiency: With our Sensor Services, we offer you everything from a single source: from the selection and procurement of suitable sensors to the design of customized system architectures.
Capitalize on what we know and know about consulting: Look no further for informed recommendations on data architectures and technologies that suit your use cases best. And if you need valuable insights, powerful data analytics, or assistance setting up efficient data management processes, you know who to turn to.
Data Labeling
Manual labeling is not only time and cost consuming but uncertainty prevails on how to choose the right supplier or guarantee the data’s quality. Conformity to GDPR and AI Act are also of crucial importance. Thus, professional data labeling is essential for the development and improvement of your AI systems.
Refinement of labeling requirements and creation of labeling guidelines
Automatic data quality check and autolabeling (automatic labels for 2D/3D Bounding Boxes & segmentation)
Instruction of labeling personnel as well as project management and quality assurance
Statistical evaluation of annotations and comparison to labeling requirements
Data anonymization
Innovation Drivers
Data Governance
Rise to the challenges of the GDPR, the EU Data Act and the EU AI Act and tap the potential of your data: Trust our specialists to help you adopt the best data governance practices. Let these experts show you how to turn the requirements of the GDPR, the EU Data Act, and the EU AI Act into strategic advantages for your company. We are your go-to partner for everything from holistic strategy consulting to technical and organizational implementation.
AI Assisted Engineering
Build efficient engineering processes powered by generative AI: You can count on us to advise you at every turn, from selecting the right tools to tailoring the integration of generative AI to your needs. And if you wish to implement custom AI solutions, we can help with that too. Harnessing the power of AI tech, we accelerate the ideation process and efficiently extract facts from knowledge bases via RAG (retrieval-augmented generation). Our advanced AI models support requirements testing, while AI-assisted routines optimize code generation. And we take advantage of innovative AI-powered methods to create automated test cases.
Reliable AI
The state-of-the-art drivers behind the wheel of many technologies, AI models are not some abstract concept. They have a concrete impact on our lives in areas ranging from autonomous driving to the assessment of human attributes. ITK Engineering has all the assets you need to put the provision of the AI Act and related standards such as ISO 8800 (Safety and artificial intelligence for road vehicles) into practice. Our experts excel at developing AI with safety-relevant properties in mind, and at implementing data lifecycles.
It takes a lot of labeled data to develop AI models for image processing applications and computer vision use cases. Unfortunately, it also takes a lot of time and money to generate this data. On the upside, transfer learning has streamlined this process by using pre-trained models to slash the amount of training data needed to this end. Another way of lightening the data load is to use foundation models much like those that underpin generative AI such as ChatGPT. Having been exposed to massive amounts of data, these models possess the kind of generalized knowledge that allows them to be trained on new applications with just a few hundred data points. Let us bring the benefits of foundation models to your use cases.
Focus of our work
EMBEDDED/EDGE AI
The integration of AI algorithms into products poses challenges in terms of precision and real-time capability with limited computing resources. With our expertise, we provide support at every stage of development – from concept development and hardware and AI model architecture selection to optimization potential for precision and speed through to tailored deployment and quality assurance solutions.
MLOps
Similar to an autopilot taking over the controls in an airplane, Machine Learning Operations (MLOps) allow data scientists to focus on development without having to manually monitor models. MLOps standardizes and streamlines integration into production environments, ensuring reliable operation and continuous improvement of ML applications. This ensures the effectiveness and efficiency of ML applications throughout their entire lifecycle.
Perception
How do you teach a system, product, machine, or computer to perceive its surroundings? This is the pivotal question for people who develop perception systems. Engineers tasked to build powerful perception systems have to have a firm grasp of the full range of methods and the latest techniques. We have all that and more. Opt for our comprehensive range of services and the perception system you intend to develop will be sure to live up to your expectations.
Artificial intelligence in safety-critical automotive use cases
This whitepaper examines the impact of Artificial Intelligence on safety-critical applications in automated driving. It not only provides insights into the current developments of relevant standards and regulations but also focuses on various automotive aspects. Based on this, recommendations for handling AI in safety-critical use cases are derived.
Every day, millions of items are prepared for delivery in distribution centers. Checking for the right items and quantities can be time-consuming and prone to errors. This costs money and jeopardizes customer satisfaction. Choose our Smart Packing solution to reduce errors, eliminate inefficiencies, and increase productivity.
Individual Virtual Environment and Sensor Simulation (iVESS)
Our development framework, based on simulation technology, can verify and validate sensors in realistic 3D environments. Whether in the automotive, industrial, or maritime sectors, iVESS can be used to tackle major customer-specific challenges relating to autonomous systems.
A team of innovative enterprises is supporting the city of Essen in the digitalization of its traffic system. As part of the COMO (Connected Mobility Essen) project, ITK is playing a pivotal role by developing an AI-solution for real-time traffic management based on an advanced forecasting algorithm for live data. In this way, we are setting new standards for urban traffic: less traffic jams, improved air quality and an efficient traffic flow.
Companies that incorporate artificial intelligence (AI) into their products not only create value for customers – they also actualize opportunities for their product ranges. ITK Engineering helped BSH Hausgeräte GmbH optimize its built-in ovens using AI. The result is a smart home solution that delivers value today and is ready to adapt to tomorrow’s demands.
Data Act: The EU revolutionizes the data market – what you need to know
In this German whitepaper, ITK Engineering and the law firm SKW Schwarz summarize who is affected by the Data Act, what needs to be done and what timeframe needs to be considered.
The key to success – data-driven solutions tailored to fit
Our experts have put data-driven solutions into practice in diverse lines of business ranging from the automotive industry to manufacturing and medical systems engineering. This broad-spectrum experience has certainly firmed up their grasp of the latest methodologies. Drawing on this powerful set of synergies, deep domain expertise, and engineering skills, we develop standards-compliant solutions. And the solution tailored for you will be built in teamwork with you. Our tool- and product-independent approach lets you enjoy the benefits of unbiased advice and optimized engineering services tuned precisely to meet your needs.
Unsolved challenges? We look forward to your inquiry.
Expertise – Data Engineering & Artificial Intelligence
