Evaluating Generative AI Technology Choices and Software Frameworks for Developing AI Solutions in Business

Abstract

Generative AI (GenAI) is being increasingly adopted in business, yet leveraging it effectively remains challenging due to diverse use cases and organizational needs. While generic end-user tools are widely used, they often fall short in addressing domain-specific tasks and integration requirements. This paper reviews the limitations of such tools and emphasizes the need for customized, use-case-specific GenAI solutions. We examine emerging software frameworks for developing tailored GenAI solutions.