| CPC G06F 8/70 (2013.01) [G06F 3/04847 (2013.01); G06F 8/65 (2013.01); G06F 9/541 (2013.01); G06F 11/0793 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 67/10 (2013.01); H04L 67/34 (2013.01); H04L 67/51 (2022.05)] | 20 Claims |

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1. A system comprising:
one or more memories; and
one or more processors, coupled to the one or more memories, configured to:
obtain an indicator associated with an incident ticket based on a problem with a first application of a plurality of applications;
determine, based on one or more dependency indicators associated with the plurality of applications, at least one of a plurality of change indicators, associated with changes to one or more second applications of the plurality of applications, is associated with the incident ticket,
wherein the determination that the at least one of the plurality of change indicators is associated with the incident ticket is based on differences in a time associated with the incident ticket and times associated with the plurality of change indicators; and
transmit a command to rollback at least one of the changes associated with the at least one of the plurality of change indicators or to rollforward at least one change related to the first application or the one or more second applications, based on determining that the at least one of the plurality of change indicators is associated with the incident ticket.
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