The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 07, 2026
Filed:
Nov. 19, 2025
Aixplain, Inc., San Jose, CA (US);
Kamer Ali Yuksel, Munich, DE;
Hassan Sawaf, San Jose, CA (US);
Aixplain, Inc., San Jose, CA (US);
Abstract
A computer-implemented method autonomously generates, validates, and refines business insights from structured data tables stored in one or more databases. Schema information describing the structured data tables is received and used to automatically generate a plurality of candidate business insight hypotheses without relying on natural-language queries. For each hypothesis, corresponding structured queries are generated and executed to obtain query results indicating whether the hypothesis is supported or refuted. Execution failures or inconsistencies are detected and used to automatically refine queries or hypotheses and re-execute refined queries. Query results from successfully executed queries are aggregated into validated insight data. A large language model generates textual interpretations describing business implications of validated hypotheses, and visualization code renders visualizations of the validated insight data. A business insight report is compiled and the constituent insights are scored across multiple dimensions, with feedback used to refine subsequent executions over multiple iterations.