Patent US 11,409,587

Patent №

US 11,409,587

Granted

Owner

Lab

AI components

3

ml · kr · planning

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

17112675

Systems and methods for predictive technology incident reduction are disclosed. In one embodiment, in an information processing apparatus comprising at least one computer processor, a method for predictive technology incident reduction may include: (1) receiving a change record for a proposed change to a computer application or a computer network infrastructure; (2) analyzing the potential change for an adverse potential cross impact with another computer application or a computer system; (3) predicting a probability of failure and an impact of the proposed change using a model; (4) in response to a low predicted probability of failure, or a high predicted probability of failure with a low predicted impact: approving the proposed change; and implementing the proposed change; and (5) in response to a high predicted probability of failure and a high predicted impact, rejecting the proposed change.

Machine learningKnowledge representationPlanningG06F 11/004G06F 11/008G06F 11/3604G06N 7/01G06N 20/00G06F 2201/865

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.85
AI hardware0.25
Evolutionary computation0.01
Natural language0.00
Speech0.00
Vision0.00
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