Swiss Chemical Company

Provide a secure internal chat based on Azure OpenAI, guidelines for developing LLM solution and secure prototyping environments for the organisation.

Challenge

• Large Language Models are a significant business demand but can pose various risks​
• Being able to adequately review and evaluate solutions built on top of the new LLM technology is challenging organizations​
• Significant risk exist due an estimated 11%-25% of sensitive company data being submitted to public OpenAI​

Solution

• Deploy an internal secure and private ChatGPT​
• Develop a set of guidelines for the solution architecture review board on how to evaluate LLM based applications​
• Deploy an internal sandboxed environment for developers to safely build prototypes of LLM applications​

Business Impact

• Significantly reduced risk of leaking organizational information through public ChatGPT tools​
• Enabling the tech organisation to evaluate LLM applications faster, consistently and establishing a unified architecture
• Prevention of shadow IT  through establishing an easy-to-use unified architecture​