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AI Labs

A meeting in the AI Sweden edge lab. Closest in frame a person from behind and code on a laptop. In focus a man and a woman engaged in listening to a conversation

At the forefront of artificial intelligence

At AI Labs, we shape the future of Artificial Intelligence. Here, our partners collaborate in the development of their capabilities in parallel with developing high-value AI solutions and infrastructure for creating AI.

Our current focus areas are Natural Language Understanding, Edge Learning (mobility, health, Space, infrastructure), and AI & Security.

The brightest minds in AI research and infrastructure 

In AI Labs you can engage with top-of-the-line infrastructure and some of the brightest minds in infrastructure and AI research. We continuously have top students and engineers from our partners working with us at AI Sweden.

Cross-sector exchange

The collaboration of great minds and diverse backgrounds is designed to provide you and your organization with what is needed to succeed in the rapidly evolving landscape.

An edge from speed and boldness

The “secret sauce” enabling us to stay at the forefront of development is based on our ability to quickly form projects, co-locate great minds, and provide access to advanced infrastructure; AI Labs help partners gain a competitive edge.

Our infrastructure is built on a dual-structure

Consortiums 

These consortiums provide platforms and context for leading developers, data scientists, students, and researchers from several sectors, including mobility, NLU, health, space, finance, and AI security. They enable a collaborative environment with infrastructure developers to explore joint focus areas.

Infrastructure

Cloud

Data

Hardware

Software

From idea to impact: Revisit AI Labs’ annual event

Two hundred participants from AI Sweden's partners met at Lindholmen in Gothenburg when AI Labs hosted its annual event. The overarching theme was "from idea to impact." The presentations from the stage program are available for those who missed the day.

Three images from the AI Labs annual event 2025
 

When it comes to AI projects, you want to make sure that they scale. You want to test close by where you are, where you have people and equipment. Then you want to distribute that maybe globally to all the other environments that you have. That is one of the biggest winning themes of being here at the Edge Learning Lab.

a photo of a woman, Marie Johansson, cropped in a circle, black and white

Marie Eriksson Johansson
Solution Architect, Dell Technologies

Stories from the AI Labs

In our cross-sector collaborative environment, AI Labs' work can uncover new and unexpected synergies. Projects are often included in one of our consortiums, which enables them to draw on progress made in adjacent domains. For example, you may find development done for the healthcare domain applicable to the space domain. Findings can then be shared and spread throughout the AI Sweden ecosystem through the work of AI Sweden’s Adoption and Ecosystem teams.

Nina Ökvist and Magnus Sahlgren (composite image)

Unique language model expertise strengthens Swedish and European independence

2025-11-05
The availability of large, open language models, along with the expertise required to develop, maintain, and utilize them, is of great importance for the sovereignty of Sweden and Europe.
Danila Petrelli

Sustainable data strategies for natural language understanding

2025-11-05
The accelerating use of large language models is unlocking enormous value for organizations. But to fully realize this potential, a critical bottleneck must be addressed: Sustainable data management....
Johan Östman and Maja Haak presenting LeakPro projekt in the Edge Lab

Research from AI Sweden helps fight money laundering and data leaks

2025-10-02
Secure AI
What can research in AI security contribute to the fight against organized crime? Johan Östman, Fazeleh Hoseini, and Edvin Callisen are researchers at AI Sweden who are driving AI security research at...

A growing number of AI Sweden partners are engaging directly within the labs, finding that this hands-on approach significantly fast-tracks their AI development journey.

As a startup, developing tools for ‘edge learning’, specifically federated learning, having an infrastructure like the Edge Lab is invaluable. It is somewhere we can test our software in real production-like environments and collaborate with some of the best enterprises in Sweden on this.

A picture of a man called Andreas Hellander, cropped as a circle in black and white

Andreas Hellander
CEO and co-founder, Scaleout Systems AB

Our focus areas

Edge Learning

Edge learning is an approach in AI that shifts data processing closer to the source—enabling faster, more efficient, and privacy-conscious solutions. Today, edge learning is a core component of AI and a foundational element in several of AI Sweden's ongoing projects.

Cars connected as an illustration of federated fleet learning
As the focus on policies and regulations concerning data sharing, security and storage intensifies...
Federated Learning In Banking
Money laundering poses a significant societal threat as it enables criminals to utilize illicit...
Zenseact Edge AnnotatationZ Dataset
AI Sweden, Zenseact, RISE, Lund University, Chalmers Industriteknik, and Univrses, in collaboration...

Natural Language Understanding

Natural Language Understanding (NLU) will be key for making the most of AI and enables tasks as wide-ranging as using voice assistants at home to a reliable automatization of certain social services. To accelerate innovation, development of applications, and implementation in this area, NLU therefore constitutes one of AI Sweden’s strategic initiatives.

One of the supercomputors in the Barcelona Supercomputing Center
AI Sweden and the Fraunhofer Institute for Intelligent Analysis and Information Systems are together...
Scrabble tiles tumbling in the air, each spelling out the letters and symbols of GPT-SW3
AI Sweden, together with RISE and WASP WARA Media & Language, have developed a large-scale...
Photo in black and white of trucks on a parking lot seen from above
FormAI explores the use of generative AI coupled with formal verification for developing secure and...

Secure AI

As part of AI Sweden’s Edge Learning Consortium and in collaboration with Dakota State University, our focus on AI security aims to provide developers and users of Edge Learning Infrastructure the understanding to develop robust and secure AI solutions.

Man presenting on "LeakPro" to a small audience with "AI Sweden" banner visible.
Many recent works have highlighted the possibility of extracting data from trained machine-learning...
Golden honeycomb pattern on a computer component with a metallic shine
Honeypots are decoy computing systems that mimic real environments to trick attackers into revealing...

AI in space

Edge learning has the potential to revolutionize the development of AI for space applications and AI Sweden’s focus is to explore technologies that can be used for high-impact use cases.

A satellite seen in space looking down towards earth
The trend of mega satellite constellations with advanced sensors that produce enormous amounts of...
An image displaying predicted cloud thickness
The National Space Data Lab 2.0 (SDL2.0) is a collaborative project led by AI Sweden, RISE, Luleå...

Enabling AI Sweden's technology infrastructure

Aixia logo
Aixia logo
Atea logo in grey
Atea logo
AWS logo in colour
aws-logo-colour-w2.png
Dell Technologies logo colour
dell-technologies-logo-w.png
Hopsworks logo colour
Hopsworks logo colour
HPE logo colour
hpe-logo-colour.png
IBM logo
IBM logo greyscale
Intel logo colour
intel-logo-blue-w.png
NetApp logo in green and black
netapp-logo-green-2.png
Proact logo colour
Proact logo colour
Red Hat logo in colour
Red Hat logo in colour
Scaleout logo in black
scaleout-logo-blk.png
Stakater logo in colour
Stakater logo
Stormgrid AI Solutions logo colour
Stormgrid logo colour
Vinnova logo green
Vinnova logo green
VOLVO logo in black letters
Volvo logo Aug 2024
Zenseact logo bw
Zenseact logo bw

For more information, contact

Photo of Amelia Högberg
Amelia Högberg
Project administrator & Event manager NLU team
+46 (0)70-431 92 38

Continue exploring:

AI Labs drives AI innovation through a unique approach, exemplified by the Edge Learning Consortium. We've compiled key information in a brochure, download for an overview:

AI Sweden brochure with a portrait, a letter from the director, and advisory board photos.
 

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