Flower Labs: AI Is Evolving from Isolated Silos to Collaborative Networks
Flower Labs argues that less than 1% of the world's data is used today, and collaborative AI unlocks unprecedented scale by building networks where each party retains control over their data. They offer a federated learning framework, collaborative AI agent, and supergrid, with a community of 7,000+ developers.
The Next Frontier Is Collaboration
AI Is Evolving From Isolated Silos to Collaborative Networks
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Why Collaborative AI?
Today, we use less than 1% of the world's data.
Compute and data are fundamentally decentralized.
15T Tokens
Public Data
Used today
2000T Tokens
Non-Public Data
Mostly unused
How?
Collaborative AI Unlocks Unprecedented Scale.
AI Networks
From Isolated Silos to Collaborative Networks
AI Networks
From Isolated Silos to Collaborative Networks
The solution isn’t to collect more data in one place. It’s to build networks where everyone retains full control over their data. This unlocks unprecedented scale.
Flower Labs
A Full-Stack NeoLab Built on Different Principles
We are a team of AI researchers, engineers, and optimists building the foundation for AI that is open, collaborative and fundamentally aligned with human progress.
Flower Agent
A Collaborative AI Agent.
Coming Soon
Flower Model
A Category-Leading LLM.
Flower SuperGrid
The Industry Standard for Federated AI.
The Industry Standard for Collaborative AI
Flower is the world’s largest community for Collaborative AI. Our community deploys in every industry, every region and at every scale.
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AI Developers
7,000+
GitHub Stars
6,900+
Ecosystem Projects
2,500+
Contributors
180+
DeepLearning.AI Courses with Andrew Ng
Learn the basics of Federated AI in our 1-hour course “Intro to Federated Learning” and expand to “Federated Fine-Tuning of LLMs.“
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Accelerate your AI project with Flower’s Forward-Deployed Engineers.
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