Override process in data analytics processing in risk networks

A computer-implemented system to re-run computer-generated alert reports indicative of excessive risk comprising:

• a memory storage device storing program instructions;
• and
• a hardware processor having circuitry and logic to execute said program instructions to prepare the alert reports, the hardware processor coupled to said memory storage device and in response to executing said program instructions, is configured to:
• receive, by an Override Manager in the computer implemented system, an override request to override an insight used to generate one or more computer-generated initial alert reports, wherein insights are generated by running one or more pipeline runs using at least one computer-implemented execution pipeline used to generate the alert reports and the insight that is the subject of the override request is at least one of an override group consisting of:
• overridden, skipped, ignored, devalued, discounted, de-emphasized, modified, changed, and combinations thereof,
• wherein the computer-implemented execution pipeline comprises one or more computer-implemented data analytics models and at least one of a data preparation group consisting of data filters, transform functions, and combinations thereof that process electronic input data to create a feature set for use by the one or more computer-implemented data analytics models, and wherein the data filters process data to obtain the desired data in the desired format, the transform functions transform data to generate one or more feature sets, and the computer-implemented data analytics models comprises-unsupervised machine learning models, and
• further wherein the computer-implemented execution pipeline comprises the computer-implemented data analytics models and one or more of the data preparation group configured to create a flow of tasks that receives the electronic input data as input to the computer-implemented execution pipeline and processes the electronic input data to generate the alert reports and insights;
• determine, in response to receiving the request to override the insight used to generate the one or more computer-generated initial alert reports, one or more computer-implemented execution pipelines used to generate the one or more computer-generated initial alert reports that used the insight that is the subject of the override request, wherein determining the one or more computer-implemented execution pipelines used to generate the one or more computer-generated initial alert reports that used the insight that is the subject of the override request comprises identifying one or more impacted computer-implemented data analytics models used to generate the insight that is the subject of the override request;
• update the one or more determined, computer-implemented, execution pipelines used to generate the one or more computer-generated initial alert reports, wherein updating the one or more determined, computer-implemented, execution pipelines used to generate the one or more computer-generated initial expert reports comprises reconfiguring at least one of an update group consisting of:
• one or more of the data analytics models, one or more of the data preparation group, the flow of tasks, and combinations thereof, and wherein reconfiguring comprises at least one of a reconfiguring group consisting of overriding, skipping, ignoring, changing, modifying, devaluing, discounting, de-emphasizing, and combinations thereof;
• determine, in response to receiving the request to override the insight used to generate the one or more computer-generated initial alert reports, the one or more impacted pipeline runs that were executed to generate the one or more computer-generated initial alert reports that used the insight that is the subject of the override request;
• and
• generate one or more new computer-generated alert reports, wherein generating the one or more new computer-generated alert reports comprises re-running the one or more impacted pipeline runs using the one or more updated, determined, computer-implemented, execution pipelines wherein the one or more identified, impacted computer-implemented data analytics models used to generate the insight that is the subject of the override request are at least one of the override group.

A non-transitory computer readable medium comprising instructions that, when executed by at least one hardware processor, re-run one or more computer-generated alert reports indicative of excessive risk by configuring the at least one hardware processor to:

• receive a request to override an insight used to generate one or more computer-generated initial alert reports, wherein insights are generated by running one or more pipeline runs using at least one-computer-implemented execution pipeline used to generate the alert reports and the insight that is the subject of the override request is at least one of an override group consisting of:
• overridden, skipped, ignored, devalued, discounted, de-emphasized, modified, changed, and combinations thereof,
• wherein the computer-implemented execution pipeline comprises one or more computer-implemented data analytics models and at least one of a data preparation group consisting of data filters, transform functions, and combinations thereof that process electronic input data to create a feature set for use by the one or more computer-implemented data analytics models, and wherein the data filters process data to obtain the desired data in the desired format, the transform functions transform data to generate one or more feature sets, and the computer-implemented data analytics models comprises unsupervised machine learning models, and
• further wherein the computer-implemented execution pipeline comprises the computer-implemented data analytics models and one or more of the data preparation group configured to create a flow of tasks that receives the electronic input data as input to the computer-implemented execution pipeline and processes the electronic input data to generate the alert reports and insights;
• determine, in response to receiving the override request, one or more computer-implemented execution pipelines used to generate the one or more computer-generated initial alert reports, wherein determining the one or more computer-implemented execution pipelines used to generate the one or more computer-generated initial alert reports comprises identifying one or more impacted computer-implemented data analytics models used to generate the insight that is the subject of the override request;
• update the one or more computer-implemented execution pipelines used to generate the one or more computer-generated initial alert reports, wherein updating the one or more computer-implemented execution pipelines comprises reconfiguring at least one of an update group consisting of:
• one or more of the data analytics models, one or more of the data preparation group, the flow of tasks, and combinations thereof, and wherein reconfiguring comprises at least one of a reconfiguring group consisting of overriding, skipping, ignoring, changing, modifying, devaluing, discounting, de-emphasizing, and combinations thereof;
• determine, in response to receiving the override request, one or more impacted pipeline runs that were executed to generate the one or more computer-generated initial alert reports that used the insight that is the subject of the override request;
• and
• generate one or more new computer-generated alert reports, wherein generating the one or more new computer-generated alert reports comprises re running the one or more impacted pipeline runs using the one or more updated computer-implemented execution pipelines wherein the one or more identified, impacted computer-implemented data analytics models used to generate the insight that is the subject of the override request is at least one of the override group.