Artificial intelligence

Artificial intelligence is changing the way we work, develop products, and deliver services. However, turning this possibility into reality requires more than just technology. Many organisations struggle to understand where AI creates real value, how to manage ethics and bias, and how to implement it without becoming dependent on specific platforms. At the same time, new AI regulations require employees to be upskilled, and AI systems must be developed responsibly to build trust.

RISE can help you to turn the potential of AI into concrete results. We combine in-depth research expertise in machine learning, language technology, and computer vision with practical experience from hundreds of industrial applications. Secure test environments such as RISE GPT enable your employees to experiment with AI risk-free, while our AI partnerships provide access to training, advice, and networks tailored to your organisation's needs. We can help you develop energy-efficient AI solutions for the process industry, Swedish language models for the public sector, predictive maintenance systems, and AI that accelerates the development of new solar cell materials.

Hanifeh Khayyeri

Avdelningschef Datavetenskap

+46 10 228 42 31 Read more about Hanifeh

Center for Applied AI

AI drives digitalisation forward and opens doors to new opportunities in all sectors. The Centre for Applied AI is at the heart of our AI initiatives and combines research, consulting and strategic coordination.

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Services in artificial intelligence

From AI implementation and ethics management to language models and predictive maintenance, RISE offers services that translate AI's potential into concrete results. We combine research expertise with industry experience to deliver solutions that actually work in production.

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Service

AI Partnership – A Path to Innovation and Sustainable Development

Artificial Intelligence (AI) is a key component in the future of society and business. Through the AI Partnership, both the public sector and small and medium-sized enterprises (SMEs) gain the opportunity to explore and apply AI in a safe, ethical, and sustainable way.

Service

Edge AI

Many companies face challenges regarding how AI can be integrated into small devices to enable real-time decision-making. How can product intelligence and energy efficiency be improved? By combining cutting-edge research with industry-oriented applications, RISE helps companies tackle these challen…

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Expertise in artificial intelligence

RISE brings together expertise in machine learning, language technology, computer vision and responsible AI. Our experts help you understand where AI creates value, manage ethics and bias, and implement energy-efficient solutions without being locked into specific platforms.

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Expertise

Deep learning

Deep learning has taken the world by storm as the modern day work-horse powering many recent solutions in artificial intelligence, including Chat GPT, Dall-E, and autonomous driving. Deep neural networks are used in many applications in natural language processing and image analysis and have replaced older techniques that require more manual work.

Expertise

Natural Language Processing

Natural Language Processing (NLP) is the task of using computer programs to analyze, understand and generate natural language. Our research concerns both basic algorithms for language AI and the use of such algorithms to solve various practical tasks and problems involving language data.

Expertise

Explainable AI

The ability to interpret decisions made by machine learning algorithms helps ensure important criteria such as safety, fairness, unbiasedness, privacy, and reliability by allowing humans to confirm that the algorithms adhere to regulations and ethical guidelines.

Expertise

MLUP

Machine learning (ML) is an efficient tool to mimic complex processes. Numerical simulations, such as computational fluid dynamics (CFD) is often extremely time demanding and may occupy considerable computer resources for an extended period of time resulting in a very limited series of result.

Expertise

Industrially Scalable AI

Industrially scalable AI aims to develop AI solutions that are scalable, robust, and integrated across different industrial sectors, with the goal of moving from highly specialized and "fragile" solutions to more general and adaptive solutions.

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Article

How energy-efficient AI can reduce climate impact

AI has great potential for sustainability, but its energy requirements cause emissions equivalent to Sweden's annual energy consumption. By developing energy-efficient AI, we can reduce the technology's footprint and create innovative solutions.

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Courses and training programmes in artificial intelligence

Build expertise in machine learning, responsible AI, language technology and AI implementation. Through the AI step and other training courses, your employees will gain the knowledge to use AI responsibly, manage bias and create solutions that comply with regulations.

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Education offer

Lectures on AI at RISE

We offer lectures and training in AI for businesses, industries, academia, the public sector, boards, and management teams. Feel free to reach out with your request!

Education offer

Learning Machines Seminars

Learning Machines Seminars gathers experts in AI for an open weekly seminar! Seminars include presentations on a current topic on machine learning.

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Projects in artificial intelligence

Through research and development projects, RISE drives the development of AI forward. From energy-efficient industrial applications and Swedish language models to AI for material development – here, solutions are created that combine cutting-edge research with practical benefits.

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Space / Project

Digital Earth Sweden

The National Swedish Space Agency and RISE Research Institutes of Sweden extend their co-operation activities with the common goal to scale up the platform for the Swedish hub for space data, enabling Space Data Lab innovation activities for the benefit of the Society.

Project

CitCom.ai

CitCom.ai offers easily accessible test, demo and validation of AI systems for companies throughout the EU. The aim is to contribute to a functioning European market with a diversity of innovative and validated AI systems. It is done i.a. through coordination, technical support, validation and testing.

Project

Certification of AI models

RISE develops methods for certification and verification of AI models with respect to both security and functionality.

Space / Project

ESA Phi-Lab Sweden

RISE has been appointed to lead ESA Phi-Lab Sweden, a strategic initiative focused on accelerating the use of AI and edge learning in the space sector. As the programme office, RISE, with financial support from ESA and Vinnova, will coordinate calls for proposals and allocate research grants during the project's six-year duration.

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Articles and blog posts on artificial intelligence

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Article

Computer vision – a fast and reliable superpower

With the advancing development of technologies based on artificial intelligence, new areas of use are emerging. Computer vision is one such area. The technology can assist people in several ways, who can instead devote themselves to other tasks, and in some cases the technology is both faster and more reliable.
– “It may involve monitoring processes in industry, for example, where the system can detect an event early on in the preliminary stage and issue a warning before anything has happened,” says Olof Mogren, Senior Researcher in Machine Learning at RISE.