Enterprise Application have fixed/ predefined UI/ layout which is developed for static layout output and generated fixed format report having different filters. As per business need over the period, this requires frequent changes/enhancement to the application. This leads to duplicated logic, increasing maintenance costs, and a constant flow of minor data requests from business users who prefer quick answers over entirely new features.
At the same time, improvements in artificial intelligence, especially large language models, have greatly enhanced a system’s ability to understand natural language and turn it into structured outputs like queries or configurations. When applied carefully, this creates a new way to interact with data: conversational access built into current applications.