AI creates a simple risk for companies: it needs access to data to be useful, but too much access can expose sensitive information. Vaultrex is presented as a way to reduce that risk while still allowing organisations to use AI effectively.
The proposal focuses on a practical data protection framework for AI. Rather than giving AI systems broad access to raw company data, Vaultrex would sit between the AI tool and the data source. It would decide what the AI is allowed to see, decrypt only what is needed and keep everything else protected.
Companies want to use AI, but they also need to control legal, operational and reputational risk. Data protection is likely to remain a key concern as AI is used across contracts, customer records, financial documents, internal reports and other sensitive material. A system that helps companies use AI without exposing entire datasets addresses a real enterprise need.
The framework starts by classifying data by sensitivity. Information can be grouped as public, internal, confidential or highly sensitive. This makes it easier to apply different rules to different types of data. It also reduces the chance that AI tools are given more access than necessary.
Vaultrex then limits what AI can see at the start. Instead of opening full documents or databases, the AI first works with metadata, summaries, tags and classifications. That allows it to find relevant information without immediately viewing the underlying content. When more detail is needed, Vaultrex uses on-demand decryption. Only the specific piece of data required for the task is unlocked. The rest remains encrypted.
Semnet provides cybersecurity and infrastructure solutions, including data protection, AI security, cloud security, risk assessment and managed security services for enterprise clients.
GSTechnologies plc (LON:GST) is a global technology company listed on the Main Market of the London Stock Exchange under the ticker, GST. The group operates three core businesses across blockchain payments and financial services, forex, as well as cryptoasset exchange. The group has operations in the UK, Lithuania, Singapore, and Australia.
