Government Contractor

LLM with HYOK encryption

A government contractor couldn't use ChatGPT due to compliance requirements. Trelent built a private LLM environment with specialized HYOK encryption.

Challenge

The client needed to leverage LLM capabilities while maintaining strict control over their data and meeting ITAR compliance requirements. They couldn't use public cloud solutions and needed a fully private deployment.

Solution

We implemented a custom LLM solution with Hold Your Own Key (HYOK) encryption, allowing the client to maintain complete control over their data. The system was deployed in their private environment with specialized security controls.

Results

  • Fully compliant LLM deployment meeting all security requirements
  • 50% reduction in time spent on document analysis
  • 100% data sovereignty maintained
  • Zero data exposure to external systems

Technologies Used

PyTorchKubernetesHYOK EncryptionCustom LLM