Federated Platform
A Trustworthy Federated Platform Ensuring Rigorous Data Governance and Regulatory Compliance
Why
Federated Platform
FedNode ensures your data stays on-premise, guaranteeing data sovereignty and privacy from the ground up. With flexible deployment, FedNode integrates seamlessly into your existing IT infrastructure—be it physical machines, virtual machines, or cloud environments. Its scalable design enables rapid setup and effortless expansion, adapting to your evolving business needs.
Trustworthy Federated Turnkey Solution: An all-encompassing AI platform that meets the diverse needs of users, integrating data governance, AutoML, federated learning, federated validation, and federated analysis functionalities.
The federated platform employs data governance to comply with GDPR for data privacy protection and respect for human rights. We utilize big data analysis to enhance clinical decision-making and patient management, and conduct cross-site model training and validation to provide more accurate predictions, increasing the possibility of patients' recovery.
Services & Compliance
Global Standards Certified, Trusted for Real-World Deployment! Federated Platform fully complies with international regulations and industry standards, ensuring secure and reliable data governance, model development, and application.
Federated Platform
Comprehensive Feature Set
Federated Data Governance
Trustworthy Data Governance
Intelligent Data Parsing to Processing
Intelligent CDM Generation to Enable Interoperability
Task-Oriented Annotation
Smart Data Processing
Federated Analytics
Data Science as a Service
Cross-Institutional Statistical Analysis
Sub-group & Time-series Analysis
Reusable Analytics
Industry-specific Suites
Federated Validation
Test Your Models with Real-world
Model Self-Evaluation & Cross-site Validation
Root-cause Analysis
Continuous Monitoring
Industry Compliance & Reporting
Federated Learning
Train locally, Improve Globally
Automated Dataset & Algorithm Setting
Multi-site Federated Learning
Algorithm Parameter Tuning & Self-improvement
Model Weight Aggregation & Federated Sharing
Federated Store
Train locally, Improve Globally
Showcase Anything You Want to Publish
Secure Delivery Mechanism
Standardized Publishing Process
Subscription & Licensing
Use Cases
Adhering to the strictest standards and trusted, responsible governance principles, the Federated Platform is designed to meet the diverse needs of various user roles. The following five usage scenarios demonstrate how the platform creates value for users with different backgrounds, enabling every participant to find the most suitable collaboration model and application scenario while protecting privacy.
Data Owner
Manage and govern local datasets in compliance with international standards while participating in federated analytics, validation, and learning without exposing raw data.
Model & Algorithm Providers
Contribute, maintain, and validate models or algorithms, supporting federated network learning, standardized publishing, and secure delivery to generate economic value.
Explorers & Learners
Explore available models, meta-datasets, and toolkits in secure environments for learning, experimentation, or pilot testing.
Decision Makers & Regulators
Monitor model performance and data quality, review compliance, and support strategic or regulatory decisions.
Offline Practitioners
Operate fully offline to independently govern data, train models, and monitor performance in secure environments.
Federated Platform Introduction Video
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