The client, a forward-thinking organization involved in a Generative AI project, required expert Azure Data Architects to design and create detailed architecture diagrams. The goal was to develop robust data and AI architectures that could be reviewed by security, legal, risk, and compliance teams. The project demanded proficiency in Azure AI services and expertise in creating diagrams to facilitate comprehensive reviews and approvals.
The organization faced several challenges in designing the architecture for their Generative AI project. They needed to ensure that the Azure AI and data architectures were not only technically sound but also compliant with security, legal, and risk requirements. The primary challenges included: