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. 21, 2026

Filed:

Feb. 14, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Mahtab Mirmomeni, Vermont South, AU;

John Maxwell Cohn, Richmond, VT (US);

Gustavo Alejandro Stolovitzky, Riverdale, NY (US);

Stefan Harrer, Sandringham, AU;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 8/10 (2018.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 8/10 (2013.01); G06F 18/2163 (2023.01); G06F 18/217 (2023.01);
Abstract

There are provided a system, a method and computer program product providing a data-to-model challenge platform for enabling bidders publicly build, test, evaluate, validate and optimize AI models on proprietary data while at the same time avoiding the need to grant them access to the data itself. Rather, the bidder develops analytics on the enterprise's data to solve a task desirable to the organization and submits the analytics for evaluation against other bidders. The offering organization evaluates all submissions from the bidders and rank submissions against each other using the same metrics, wherein the metrics for selecting the winning bidder can include response time, number and rate of attempts to solve the analytics, quality of results, code compactness, team size etc. Allowing the submissions of the bidders to be visible only to the offering organization can occur subject to an agreement that the offering organization and the bidder sign.


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