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:
May. 26, 2026
Filed:
Jul. 17, 2025
Integration and deployment of traditional machine learning models for artificial intelligence agents
Airia Llc, Alpharetta, GA (US);
Juan Baquero, Bogota, CO;
Ihor Herasko, Sofia, BG;
Anna Medeiros, João Pessoa, BR;
Túlio Santana, João Pessoa, BR;
Airia LLC, Alpharetta, GA (US);
Abstract
The integration and deployment of machine learning (ML) models in configurable workflows is described. An example method of deployment of an ML model includes receiving a model submission package from a client device, extracting configuration parameters from a manifest file, provisioning a compute environment within the artificial intelligence (AI) platform based on the configuration parameters, instantiating and rendering an agent object within a graphical workflow canvas, and enabling, by the graphical workflow canvas, a user to define an executable workflow comprising the agent object, such that the executable workflow is invoked by the AI platform. The executable workflow can be invoked by the AI platform to perform model inference or service execution within the defined workflow.