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.

Date of Patent:
Jul. 14, 2026

Filed:

Dec. 09, 2025
Applicant:

Airia Llc, Alpharetta, GA (US);

Inventors:

William Dewesse, Cocoa, FL (US);

Roman Fedoruk, Cumming, GA (US);

John Manton, Alpharetta, GA (US);

Spencer Reagan, Marietta, GA (US);

Gregory Roberts, Dunwoody, GA (US);

Erich Stuntebeck, Johns Creek, GA (US);

Assignee:

Airia LLC, Alpharetta, GA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/0475 (2023.01); G06F 9/451 (2018.01); G06F 11/3668 (2025.01); G06F 21/31 (2013.01); G06F 21/50 (2013.01); G06F 21/62 (2013.01); G06F 30/27 (2020.01); G06N 3/088 (2023.01); G06F 9/46 (2006.01); G06F 9/50 (2006.01); G06F 21/36 (2013.01); G06F 21/44 (2013.01);
U.S. Cl.
CPC ...
G06F 30/27 (2020.01); G06F 9/451 (2018.02); G06F 11/3672 (2013.01); G06F 21/316 (2013.01); G06F 21/50 (2013.01); G06F 21/6218 (2013.01); G06N 3/0475 (2023.01); G06N 3/088 (2013.01); G06F 2209/5022 (2013.01); G06F 2209/503 (2013.01);
Abstract

Systems and methods are described for comparing execution of two or more artificial intelligence (AI) AI agents. A platform can provide a user interface (UI) that allows for selection or creation of multiple AI agents. The AI agents can utilize different agent objects, such as different prompts, datasets, or models. The AI agents can be displayed on a single UI screen, where execution of the AI agents is simultaneously simulated. The same inputs can be provided to the multiple AI agents, and the corresponding outputs can display on screen. The platform can also vectorize and compare the semantic similarity of the outputs, presenting an indication of the semantic similarity on the same UI screen.


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