Question 1

What is Federated Learning (FL)?

Accepted Answer

Federated Learning is a decentralized machine‑learning method that trains models across multiple edge devices or locations using each site's local data, enabling organizations to jointly improve AI models without sharing raw data.

Question 2

How many companies implement Federated Learning (FL)?

Accepted Answer

Based on our data, 177,987 companies implement Federated Learning (FL). This number is updated daily as we discover new companies through job posting analysis.

Question 3

What types of companies implement Federated Learning (FL)?

Accepted Answer

Federated Learning (FL) is relevant across multiple industries including Government Administration, Insurance, Hospitals and Health Care. Companies range from startups to enterprises with 10,000+ employees.

Question 4

How does TheirStack track companies related to Federated Learning (FL)?

Accepted Answer

TheirStack analyzes millions of job postings daily from company career pages, job boards, and recruitment platforms. When a company mentions Federated Learning (FL) in their job descriptions, requirements, or responsibilities, we identify them as related to Federated Learning (FL) and add them to our database.

Question 5

How can I get the full list of companies that implement Federated Learning (FL)?

Accepted Answer

You can access the complete list of 177,987 companies on TheirStack. The data includes company name, industry, size, location, funding, and revenue. Available via our web app or API.

Question 6

How often is the company data updated?

Accepted Answer

Our database is refreshed daily. We continuously monitor job postings to detect new companies implementing Federated Learning (FL) and update existing records.

Company	Country	Industry	Employees	Revenue	Technologies
State of Florida	United States	Government Administration	14k		Federated Learning (FL)
Insurance Office of America	United States	Insurance	1.5k		Federated Learning (FL)
Heartland Dental	United States	Hospitals and Health Care	10k		Federated Learning (FL)
Navy Federal Credit Union	United States	Financial Services	26k	$6.9B	Federated Learning (FL)
L3Harris	United States	Defense and Space Manufacturing	47k	$17B	Federated Learning (FL)
Jackson Health System	United States	Hospitals and Health Care	11k	$1.2B	Federated Learning (FL)
University of Florida	United States	Higher Education	30k		Federated Learning (FL)
Allied Universal	United States	Professional Services	800k	$20B	Federated Learning (FL)
Lockheed Martin	United States	Defense and Space Manufacturing	113k	$66B	Federated Learning (FL)
Optum	United States	Hospitals and Health Care	114k		Federated Learning (FL)

Companies implementing Federated Learning (FL)

List of companies that implement Federated Learning (FL)