Your data is an untapped asset.
We make it work for you.
We build intelligent systems that transform your raw data into actionable insights, greater operational efficiency, and new revenue streams.
Who are we?
At ArtNovation, we believe data holds greater potential. With the help of AI, we turn it into tangible business improvements.
Advanced data management systems tailored to business needs
Understanding the challenges modern companies face in managing business complexity, we support them in orchestrating and standardizing data sources so they can be effectively used in analytical processes.
Custom-designed deep neural network algorithms
Based on enterprise data and clearly defined goals, we develop dedicated deep learning algorithms tailored to your business needs.
Key components of AI model infrastructure
We assist your engineering teams in developing foundational ML/AI model components—including training pipelines, data normalization strategies, bespoke neural layers, and algorithms for both post-processing and evaluation.
Strategic support for project planning and funding acquisition
From planning to execution, we support your project end-to-end—with milestone-based roadmaps, risk management, and cost forecasts. We’ve already helped partners raise over 8 million PLN for innovative R&D initiatives.
Take action that makes a difference. Contact us today.
Our team will help you define the plan and provide a preliminary cost estimate, so you can decide on the next steps.
Request appointmentBridging Research and Real-World Impact
By combining academic rigor with corporate experience, our team delivers innovative, out-of-the-box solutions that drive measurable results.
Data Pipelines
We design and deliver optimized data pipelines tailored to your business profile. Leveraging technologies such as Oracle Cloud Infrastructure (OCI), Amazon Web Services (AWS), Python, Next.js, and more, we build robust, scalable data systems that empower smart decision-making.
Bespoke Deep Learning Models
We develop tailored deep learning models from the ground up using native frameworks such as PyTorch, JAX, TensorFlow, and SciPy, or adapt state-of-the-art pre-trained models from sources like Hugging Face and OpenAI.
Complex Data Modalities
We have deep expertise in processing non-standard and high-dimensional data formats. This includes multivariate time series, volumetric medical scans (3D/4D), whole slide microscopy images, and 3D point cloud data. To process and analyze these formats effectively, we use specialized tools such as SimpleITK, OpenCV, NumPy, DICOM protocols, and PyVista — ensuring high fidelity, scalability, and domain-specific precision.
Multi-system Integration
We understand the intricacies of modern software ecosystems and excel at integrating diverse systems. Our solutions build seamless connections between your data sources and AI workflows, ensuring smooth and scalable operations.
Multivariate Time-Series Forecasting
The aim of the project is to develop a robust forecasting system for hydrological parameters of water, collected by the dedicated sensors
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MedView - Radiological Diagnostic Station
System designed to recieve and process DICOM data from PACS systems, allowing for visualization and analysis of medical images.
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Transplant Matching Platform
In cooperation with the one of Eye Banks in Poland, we developed a system to manage donor notification process allowing reducing the manual work and increasing the efficiency of the process.
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DocRelay
In collaboration with the Oracle Poland team, we developed a system for extracting data from unstructured documents (PDFs).
View full case studyOur Team
Led by experts in data science, healthcare, and software engineering, our team combines technical expertise with domain knowledge to deliver exceptional solutions.
Mikołaj Stryja
Co-Founder
An entrepreneur with a strong academic background and hands-on experience in developing AI-powered systems used in the healthcare and energy sectors. At ArtNovation, he is responsible for strategic direction, innovation development, and ensuring that every implemented solution delivers real business value to the client. He also oversees funding, partnerships, and organizational development.
Jakub Turek
Software Engineer
Specialist in medical data analysis with a focus on cardiology. Responsible for developing solutions using tools such as PyDICOM, SimpleITK, VTK, OCI, Docker, Kubernetes, and CI/CD pipelines.
Przemysław Brodziak
Machine Learning Engineer
Engineer with experience in designing AI-based systems. Specializes in time series analysis, medical image processing (including DICOM data), and building recommendation systems.
Mateusz Łodej
Key Account Manager
Manager with many years of experience in client relations, sales, and business strategy. Responsible for developing key client partnerships and identifying new market opportunities.
Anna Baran
Product Marketing Coordinator
Expert in digital marketing and product communication. Responsible for sales and promotion of the DocRelay system, coordinating activities that boost customer satisfaction and brand visibility.