Generative AI Chatbot Hosted on Azure GPU Infrastructure

The challenge

The client wanted a generative AI chatbot hosted on its own Azure GPU infrastructure.

The approach

Kumulus prepared the knowledge sources, deployed the chatbot on Azure GPU virtual machines with access controls, and validated response quality.

The outcome

The organisation can now run language models within its own environment rather than relying on token-based APIs. A generative AI chatbot on Azure GPU infrastructure supports model choice, including open-source options, while model management and data privacy stay under the organisation’s control.