Large language models tap into natural language in an associative and statistical way and thus acquire capabilities that were previously reserved for human intelligence. However, this also makes them unreliable (e.g. hallucinations) and vulnerable to attacks in natural language, e.g. prompt injections. It is particularly critical when LLM-based applications, such as chatbots, interact directly with users or make decisions, such as automatically evaluating applicant data or settling insurance claims.

The productive use of innovative LLM-based applications is therefore irresponsible without reliable and seamless protection against cyberattacks, manipulation and the spying out of customer data and other secrets, for example.

In addition, companies face the challenge that the alignment of the LLM-Application with the company's secure knowledge and business objectives must be established and guaranteed over time.

With LINK2AI.Monitor, we support companies in fully exploiting the enormous potential of generative AI without compromising on security and cost-effectiveness.