We're pioneering the next generation of AI infrastructure, combining federated learning and advanced LLMs to revolutionize how AI models are trained and deployed globally.
Core Technologies
Federated Learning
Decentralized training on client devices
Large Language Models
Advanced AI for NLP, vision, and multimodal use cases
Inference APIs
Unified endpoints for text, image, audio, and video AI
Opportunities
Global GPU Market
$100B+Utilization
30%Market Growth
Projected 25% CAGR through 2025
Transforming Europe's unused compute into a privacy-first, compliant AI network — delivering 10x faster performance at 90% lower cost.
Privacy-First
Your data stays where it belongs — with you. Our federated learning approach ensures only model updates move, never raw data.
90% Lower Cost
Leverage idle consumer and institutional GPUs across Europe instead of expensive centralized data centers.
10x Faster
Our lightweight architecture and decentralized compute network deliver unmatched performance.
EU-based hosting
Built on European infrastructure with full GDPR compliance and data sovereignty.
Auditability & traceability
Complete transparency in model behavior and training flow for regulatory compliance.
Cryptography integration
Secure, verifiable collaborations between trusted nodes through distributed ledger technology.
Compliant by design
Architected to avoid U.S. CLOUD Act vulnerabilities while meeting EU AI regulations.
A robust, scalable, and secure framework for decentralized machine learning
Overview
This deep dive into our federated learning system architecture, covering server and client components, their interactions, and key features that enable real-time collaboration while preserving data privacy. Our system leverages cutting-edge distributed computing principles to enable secure, efficient model training across a network of devices. The architecture is designed to scale seamlessly from small clusters to global deployments, with built-in fault tolerance and automatic load balancing. Each component is optimized for performance while maintaining strict privacy guarantees, ensuring that sensitive data never leaves its source while still contributing to the collective intelligence of the system.
Server Architecture
The server orchestrates the entire federated learning workflow — from client coordination to model aggregation and monitoring.
- Manage federated training rounds
- Coordinate connected clients
- Aggregate and update global model
- Serve real-time monitoring dashboard
Client Architecture
Autonomous agents that train on local data while preserving privacy.
- Secure local training
- Private data integration
- Real-time monitoring
- Resource optimization
Security First
- End-to-end encryption
- Authentication & authorization
- Data never leaves the client
- Privacy-preserving aggregation
Monitoring & Visualization
- Real-time resource monitoring
- Training progress charts
- Performance analytics
- Event and error logs
From startups to enterprises, we've helped businesses transform their digital presence.
Let's build something extraordinary together. Your success is our success.
Harness the power of federated learning with our edge-based transformer architecture, enabling collaborative intelligence while preserving data privacy and security.
Client Software
Autonomous agents that train on local data and contribute to the global model without sharing raw data.
Data Privacy Preserved
Faster Training
Efficient resource utilization across nodes
Secure and reliable connection to central server
Efficient model training on local datasets
Real-time performance monitoring
Automated resource management
Dashboard access
Real-time updates
Training stats
Resource usage
SDK
A powerful Software Development Kit that enables seamless integration of federated learning capabilities into your applications.
Faster Integration Speed
Uptime Guarantee
Built-in encryption and privacy features
Install via package manager with a single command
Simple environment setup with smart defaults
Complete API reference
Step-by-step guides
Real-world use cases
Optimization tips
Active forum and Discord community
24/7 technical assistance
Harness the power of our SDK to build your own federated LLM applications or contribute to our growing network. Whether you're a developer looking to integrate federated learning into your existing applications or a researcher exploring distributed AI, our comprehensive toolkit provides everything you need to get started. Join a community of innovators pushing the boundaries of collaborative machine learning.
Our advanced LLM Model powers state-of-the-art language understanding, with specialized layers for enhanced context processing and knowledge integration.
Next big ambitions?
We match the energy.