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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.:

US 12776136 B1

PDFFull Text
Date of Patent:
Oct. 27, 2026

Filed:

Oct. 10, 2023

Enhancing anomaly detection pipeline with a post-hoc generative ai model to support human understanding and policy automation

Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Leandro Takeshi Hattori, Campo Grande-MS, BR;

Luiz Fernando Sommaggio Coletta, Tupã-SP, BR;

Victor Da Cruz Ferreira, Rio de Janeiro-RJ, BR;

Vinicius Facco Rodrigues, São Paulo-SP, BR;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorney:

Workman Nydegger

Primary Examiner:

Marcellus J Augustin

Int. Cl.
CPC ...
G06V 10/42 (2022.01); G06F 40/289 (2020.01); G06F 40/40 (2020.01); G06V 10/764 (2022.01); G06V 10/86 (2022.01); G06V 10/98 (2022.01);
U.S. Cl.
CPC ...
G06V 10/86 (2022.01); G06F 40/289 (2020.01); G06F 40/40 (2020.01); G06V 10/98 (2022.01);
Abstract

One example method includes receiving an input vector that includes time series data indicative of an anomaly, generating, based on the input vector, a visual image that corresponds to the time series data, using a first vision-language model (VLM) to transform the visual image into output text that explains the anomaly, building a prompt that comprises the visual image and the explanation text, using a second VLM to generate a recommendation based on the prompt, and resolving a cause of the anomaly by implementing the recommendation.

Find Patent Forward Citations

Hattori, Leandro. (2026). Enhancing anomaly detection pipeline with a post-hoc generative ai model to support human understanding and policy automation (U.S. Patent No. 12776136). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12776136

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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