Insight Technology utilizes multi-party computing, federated learning, and blockchain technology to enable secure and privacy-preserving data sharing across organizations. This approach addresses the challenge of data silos, allowing businesses to collaboratively analyze data without compromising sensitive information.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations often struggle to share and analyze data collaboratively due to privacy concerns, regulatory restrictions, and the risk of exposing sensitive information. Data silos prevent businesses from gaining comprehensive insights and limit the potential for innovation through collective data analysis.
Solution
Insight Technology provides a secure data-sharing platform that leverages multi-party computing (MPC), federated learning (FL), and blockchain technology to enable privacy-preserving data collaboration. The platform allows organizations to jointly analyze data without directly exposing the underlying sensitive information. By utilizing MPC, data is encrypted and processed in a distributed manner, ensuring that no single party can access the raw data. Federated learning enables model training across decentralized datasets, improving model accuracy without centralizing data. Blockchain technology provides an immutable audit trail and ensures data integrity throughout the collaboration process.
Target Audience
The primary target audience includes organizations in regulated industries such as healthcare, finance, and government, as well as research institutions and data consortia seeking to collaborate on sensitive datasets.
Features
- Secure multi-party computing (MPC) for privacy-preserving data analysis
- Federated learning (FL) for decentralized model training
- Blockchain-based audit trail for data integrity and transparency
- End-to-end encryption to protect sensitive data during transmission and storage
- Role-based access control to manage data access permissions
- Customizable data governance policies to comply with regulatory requirements