Practical generative AI business solutions

In the previous chapter, we talked about the business potential of generative AI and potential use cases in various industries. We then followed that with a detailed discussion of the lifecycle of a generative project from business use case identification to deployment. In this chapter, we have covered operational considerations, building enterprise generative AI platforms, and one of the most important architecture patterns for building generative AI applications, RAG.

In this section, we will highlight some of the more practical generative AI solution opportunities ready for business adoption in the near term. While research continues on aspirational applications, prudent enterprises should evaluate proven pilot use cases to drive measurable impact from generative AI’s rapid advances. With these examples, we will present the recommended approach to identify generative AI opportunities by understanding challenges associated with...