LIH Knowledge and technology transfer map

These pages have been updated as per 13.11.2023. Please send your updates and comments to juha.saarentaus@geoforum.fi. 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.

Partner	Description of Services
Aalto University – Geoinformatics Aalto yliopisto – Geoinformatiikka	N/A
Aalto University – Research Institute of Measuring and Modelling for the Built Environment Aalto yliopisto – Rakennetun ympäristön mittauksen ja mallinnuksen instituutti MeMo
Advian Oy	Emerging technologies, including artificial intelligence and the utilisation of geospatial information, are Advian’s core competences.
Oy Arbonaut Ltd	Individual 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 Oy	Esri AI related services for several sectors and use cases: Read more >>>
Finnish Environmental Institute SYKE – Suomen ympäristökeskus	N/A
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 Keksintösäätiö	AI can be one focus area in the patent landscaping.
GeoForum Finland ry	Networking, training and communication services.
Geological Survey of Finland GTK – Geologian tutkimuskeskus	Prospectivity mapping
Gispo Oy	N/A
Intellisys Oy	Utilising available AI tools for patent landscaping and other IPR related searches.
KIRAHub	Networking, training and communication services. Online course, learning groups, accelerator, test bed activities, investor and partner matchmaking
Metsäteho	N/A
Mtech Digital Solutions Oy	Consultancy and expertise on using AI on location based food ecosystem business cases.
National Land Survey of Finland Maanmittauslaitos	N/A
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	N/A
Regional Council of Southwest Finland Varsinais-Suomen liitto	N/A
Septentrio Oy	N/A
Sitowise Oyj	Data and smart city services for forest and built environment.
Spatineo Oy	We have extensive experience in machine learning, deep learning, and linear regression. Spatineo Environment AI provides a service for harvesting and classifying environmental APIs.
Ubigu Oy	We 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.