The Increasing Role of LLM Customization as an Essential Aspect of Business AI

Almost all companies have used a standard, “off-the-shelf” chatbot by this point.

A member of the staff puts in a contract to be summarized and the resulting output seems impressive for maybe ten minutes.

After that, however, the real questions begin.

Will it understand our internal language?

Does it know how we price our products?

Why did it create a new policy that does not exist at all within our organization?

It is the difference between a demonstration and a tool that a business can rely upon which has led to LLM customization becoming one of the larger topics in business AI.

The reason for this is primarily due to the fact that the generic version of the software provides a limited amount of capability.

Why Off-the-Shelf Models Fall Short A model made off-the-shelf has some knowledge of many areas, yet none of them are specific to your business.

This model has not read your internal documents, nor does it have any idea how you write or speak; therefore, it has no clue as to whether you use an approving voice or not.

Additionally, this model has never seen how you name products.

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