Obviousness

Based on the provided patent text for US12001549, the "Prior Art section of this page" (specifically, the "Prior art keywords" and "Prior art date") does not list explicit prior art references (e.g., patent numbers, publication identifiers, or specific academic papers) that can be combined for an obviousness analysis under 35 U.S.C. § 103. The keywords provided are "query, llm, scenario, incident, database", and the prior art date is 2023-08-28.

Therefore, I cannot identify specific combinations of prior art references or explain the motivation for combining them as requested, because the necessary prior art documents are not supplied in the patent text.

A proper obviousness analysis requires specific disclosures from identifiable prior art documents to compare against the claims of the patent and determine if a person having ordinary skill in the art would have been motivated to combine their teachings. Without these specific references, I cannot perform the requested analysis.

The patent does mention "CROSS-REFERENCE TO RELATED APPLICATIONS" (U.S. patent application Ser. No. 18/466,882 and Ser. No. 18/457,054), but these are related applications within the same patent family and are not presented as prior art documents for an obviousness combination analysis in the context of this task. The "BACKGROUND" section also discusses general concepts like structured data storage, natural language processing, and the SolarWinds® attack, which provide context but are not specific, combinable prior art references.