
Scaleout delivers federated learning solutions, enabling organizations across industries to develop and deploy collaborative AI models that bring intelligence to every device, from cloud to edge, while keeping sensitive data secure and local. Our FEDn framework simplifies this process from local development to full-scale deployment, serving regulated industries like IIoT, Automotive, and Defense.

Scaleout delivers federated learning solutions, enabling organizations across industries to develop and deploy collaborative AI models that bring intelligence to every device, from cloud to edge, while keeping sensitive data secure and local. Our FEDn framework simplifies this process from local development to full-scale deployment, serving regulated industries like IIoT, Automotive, and Defense.
Core product: Scaleout Edge — enterprise platform for federated learning and decentralized ML across edge, cloud, and secure domains
Open framework: Maintains FEDn, an open federated learning framework (FEDn SDK and FEDn Enterprise for production)
Privacy focus: Positions federated learning to enable ML without centralizing raw data, targeting regulated and sensitive-data use cases
Funding disclosed: Seed: €1.5M (announced Nov 23, 2023); later round: 35 MSEK (company announcement)
Origin: Spinoff from Uppsala University
Team size: Approximately 22 employees (company snapshot)
Federated learning and distributed AI for privacy-sensitive, regulated, and distributed data environments (edge, cloud, secure domains).
Artificial intelligence / Federated learning / Edge computing
1.5 million EUR
Company announcement lists investors including Navigare Ventures, SEB:s Utvecklingsstiftelse, Almi Invest, and Uppsala University Invest.
35 MSEK
Company announcement describes the round as a new investment to accelerate cloud-edge AI and lists existing investors including Navigare Ventures, ALMI Invest, Uppsala University Invest, the Beijer Foundation, Mikael Johnsson, Michael Lantz, and Fredrik Wallsten.
“Includes institutional and strategic backers; Fairpoint Capital joined as a strategic investor and co-lead alongside Navigare Ventures; other named investors include ALMI Invest and Uppsala University Invest.”