LIH Knowledge and technology transfer map

These pages have been updated as per 13.11.2023. Please send your updates and comments to A more comprehensive update to this matrix is planned in 2024.

AI – Artificial Intelligence

Knowledge in the use of artificial intelligence in the domain of location intelligence, such as aerial/satellite image analyses with machine learning techniques, identification of objects (buildings, traffic signs, road structures, ships etc.), automated mapping. 

On this page you can find what kind of services LIH partners are providing for AI – Artificial Intelligence.

PartnerDescription of Services
Aalto University – Geoinformatics
Aalto yliopisto – Geoinformatiikka
Aalto University – Research Institute of Measuring and Modelling for the Built Environment
Aalto yliopisto – Rakennetun ympäristön mittauksen ja mallinnuksen instituutti MeMo
Advian OyEmerging technologies, including artificial intelligence and the utilisation of geospatial information, are Advian’s core competences.
Oy Arbonaut LtdIndividual tree positioning.
CSC – IT Center for Science Ltd.
Tieteen tietotekniikan keskus Oy
Training and consultation, especially for use of supercomputers for AI. Computing resources for AI, inc supercomputers with GPU.
Esri Finland OyEsri AI related services for several sectors and use cases: Read more >>>
Finnish Environmental Institute
SYKE – Suomen ympäristökeskus
FGI – Finnish Geospatial Research Institute
Maanmittauslaitos, Paikkatietokeskus
FMI – Finnish Meterological Institute
Ilmatieteen laitos
Machine learning with GIS-data (e.g., Air quality forecasts) is adopted in FMI’s in products.
Foundation for Finnish Inventions
AI can be one focus area in the patent landscaping.
GeoForum Finland ryNetworking, training and communication services.
Geological Survey of Finland
GTK – Geologian tutkimuskeskus
Prospectivity mapping
Gispo OyN/A
Intellisys OyUtilising available AI tools for patent landscaping and other IPR related searches.
KIRAHubNetworking, training and communication services. Online course, learning groups, accelerator, test bed activities, investor and partner matchmaking
Mtech Digital Solutions OyConsultancy and expertise on using AI on location based food ecosystem business cases.
National Land Survey of Finland
Natural Resources Institute Finland
Luke – Luonnonvarakeskus
Testing of AI algorithms developed in various Luke research projects, such as insect or plant disease identification and outbreak assessment, with the customer’s own data or solution.
Oulu University of Applied Sciences
OAMK – Oulun ammattikorkeakoulu
Regional Council of Southwest Finland
Varsinais-Suomen liitto
Septentrio OyN/A
Sitowise OyjData and smart city services for forest and built environment.
Spatineo OyWe have extensive experience in machine learning, deep learning, and linear regression. Spatineo Environment AI provides a service for harvesting and classifying environmental APIs. 
Ubigu OyWe provide AI strategies, implementation plans and tailor-made AI data-processing solutions in the geospatial realm.
University of Helsinki
Helsingin yliopisto
University of Turku
Turun yliopisto
AI and ML training courses and research services in various sectors of society and LI and data science applications.