FedML

About FedML

FedML, also known as TensorOpera, is a production AI platform focused on federated learning at scale. It aims to commercialize federated learning easily, scalably, and economically, providing foundational tools for privacy-preserving training across various environments like smartphones, IoT, browsers, and multi-cloud setups.

Products & Services

Federated Learning for Smartphone & IoT (Beehive):Supports iOS and Android, keeping data on the device for privacy-preserving training.

Federated Learning for Cross-Silo (Octopus):Enables multi-cloud, cross-silo training with non-pooled data for privacy preservation.

Federated Learning for Browsers (Spider):JavaScript-based training in web apps, keeping user data in the browser for privacy.

TensorOpera Fox-1:A 1.6-billion parameter small language model (SLM) designed for scalability and performance in generative AI for cloud and edge environments.

AgentOpera AI App and Framework:A generalized AI agent and platform focused on production-grade vertical AI solutions.

Launch Platform:A platform for launching federated learning and AI solutions (details via /job-store).

Specialties

Federated Learning Generative AI Privacy-Preserving Training Small Language Models (SLM) Agentic AI Model Deployment and Serving Multi-Cloud and Cross-Silo Solutions Mobile and Edge AI

Funding History

Debug: View Raw Funding Data

#	Type	Amount Fields	Date Fields	Investors
1	RT: Seed and Pre-Seed T: - FT: Seed and Pre-Seed	A: 6000000 MR: - FA: $6 million FAN: 6000000	D: 2023-03-28 FD: 2023-03-28	6 investors

Seed and Pre-Seed Latest

2023-03-28

$6.0M

6 investors (Pro only)

Growth Metrics

+45%

Employee Growth

YoY

3.2x

Funding Growth

Last Round

12

Markets

Operating

10K+

Customers

Active

View 3 more growth metrics with Pro

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Mock Up

Team & Leadership

No team data available

Team information is not yet available for this company

Recent News

FedML Announces New Product Launch

2 days ago

Company unveils innovative solution to transform the industry, expanding market reach and capabilities...

Leadership Team Expands with Industry Veteran

1 week ago

New executive brings 20+ years of experience to accelerate growth and strategic initiatives...

Company Recognized as Industry Leader

2 weeks ago

Receives prestigious award for innovation and customer satisfaction in competitive market...

Key Competitors

C1

Competitor Alpha

Series B · $50M raised

C2

Competitor Beta

Series C · $120M raised

C3

Competitor Gamma

Series A · $25M raised

C4

Competitor Delta

Seed · $10M raised