Vaultree Encrypted Data Suite (VEDS) is a data protection platform that implements data-in-use encryption technology. The suite enables organizations to perform operations on encrypted data without requiring decryption. VEDS consists of three main components: - VEDS for Search: Enables encrypted search operations over data while maintaining encryption - VEDS for Storage & Sharing: Provides secure data storage and sharing capabilities for sensitive information - VEDS for Analytics: Allows deployment and training of analytical models on encrypted data while maintaining compliance The platform utilizes fully homomorphic encryption (FHE) technology, which allows computational operations to be performed directly on encrypted data. This approach addresses data security requirements across multiple industries including healthcare, finance, legal, and academic sectors. VEDS aims to eliminate the need for traditional data de-identification and data masking techniques by keeping data encrypted throughout its lifecycle, including during processing and analysis. The solution is designed to help organizations maintain security and regulatory compliance while enabling data collaboration and analytics use cases. The platform supports use cases involving sensitive data handling, secure data sharing between organizations, and maintaining data privacy during analytical operations.