Scaleout logo — Federated Learning enables secure and scalable AI on all dev...

Scaleout

Federated Learning enables secure and scalable AI on all devices, protecting your data.

Founded 2018 Sweden Sweden 27 employees Seed Total: $1.50M Finance, Health Care +4

General Information

Company Name Scaleout
Founded Year 2018
Location Sweden Sweden
Employees 27
Industries Finance, Health Care, Information Technology +3
Funding Stage Seed
Business Model B2B, SaaS, Platform
Revenue Model Subscription, Usage Based, Service Fee
Social

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About Scaleout

Scaleout, founded in 2018 and headquartered in Sweden, specializes in federated learning solutions, enabling secure and scalable AI across various devices. With a compelling slogan, "Federated Learning enables secure and scalable AI on all devices, protecting your data," the company is positioned to cater to regulated industries, including Finance, Health Care, Information Technology, Manufacturing, Automotive, and Machine Learning.

Scaleout's innovative FEDn framework facilitates the development and deployment of collaborative AI models, operating seamlessly from cloud to edge. This approach resonates particularly well with sectors like IIoT, Automotive, and Defense, where data security and local data processing are critical.

Recent validation of Scaleout's growth potential came with a $1.50M Seed Round investment on 01 January 2023, backed by Almi Invest. This financial support underscores investor confidence in Scaleout's ability to disrupt and enhance the AI landscape.

Business keywords: Federated Learning, AI Security, Scalable AI, Edge Computing, Regulated Industries, IIoT, Automotive AI, Defense AI, AI Model Deployment, Privacy Compliance, Data Accessibility, Distributed Data Training, AI Innovation

Services & Products

Collaborative Model Training
Secure AI Deployment
Real-time Model Monitoring
Federated Learning Solutions
Edge and Cloud AI Orchestration

Target Customers

Defense Agencies Automotive Industry Manufacturing Firms Healthcare Organizations Critical Infrastructure Providers

Funding Rounds & Investors (1)

View All
Funding Stage Amount Investors Lead Investors Date
Seed Round $1.50M 1
Almi Invest
01 Jan 2023

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FAQ About Scaleout

Federated Learning enables secure and scalable AI on all devices, protecting your data.
Scaleout was founded in 2018.
Scaleout is headquartered in Sweden.
Scaleout operates in Finance, Health Care, Information Technology, Manufacturing, Automotive and Machine Learning. Its work centres on Federated Learning, AI Security, Scalable AI and Edge Computing. Its customers include Defense Agencies, Automotive Industry and Manufacturing Firms.
Scaleout has a B2B, SaaS and Platform business model. Its revenue comes from Subscription, Usage Based and Service Fee.
Scaleout has approximately 27 employees.
Scaleout has completed 1 funding round, raising a total of $1.50M. The latest funding stage is Seed.
Scaleout offers: Collaborative Model Training, Secure AI Deployment, Real-time Model Monitoring, Federated Learning Solutions, Edge and Cloud AI Orchestration.
Top alternatives and competitors to Scaleout include Flower Labs, Dedomena.AI, UbiOps - Private AI on any infra, BranchKey, Groundup.ai. These companies operate in related industries and serve comparable markets. You can compare them side by side on Bounce Watch.
Scaleout and Flower Labs are both companies in similar industries. Compare their funding, team size, growth signals, and market position on Bounce Watch to see which one fits your needs.

Source: BounceWatch company record for Scaleout, https://bouncewatch.com/company/scaleout, updated 2 March 2026. When citing, please name BounceWatch and link this page.

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