Domain-based quality management

A method for domain-based quality management, the method comprising:

• accessing, by a processing unit, a repository for a plurality of standardized domain-specific data framework, wherein each domain-specific data framework corresponds to a field of operation, wherein each of the plurality of domain-specific data frameworks comprises a first plurality of fields, each field of the first plurality of fields corresponding to a quality management parameter, wherein each of the plurality of standardized domain-specific data frameworks is updateable;
• receiving, from a user, a domain-specific data to assess quality corresponding to the domain-specific data, the domain-specific data corresponding to a field of operation, the domain-specific data comprising a second plurality of fields, each of the second plurality of fields corresponding to a quality management parameter;
• processing, by the processing unit, the received domain-specific data using an analysis model;
• identifying, by the processing unit, a standardized domain-specific data framework from the plurality of standardized domain-specific data frameworks based on the processing using the analysis model, wherein the identified standardized domain-specific data framework is to correspond to the domain-specific data;
• mapping, by the processing unit, each of the second plurality of fields of the domain-specific data with a field of the first plurality of fields of the identified standardized domain-specific data framework using the analysis model;
• ascertaining, by the processing unit, a first set of the second plurality of fields do not correspond to each of the first plurality of fields using the analysis model based on the mapping;
• adding, by the processing unit, a plurality of custom fields corresponding to the plurality of the second plurality of fields to the identified standardized domain-specific data framework using the analysis model;
• monitoring, by the processing unit, critical quality control factors in real-time based on the mapping and the adding of the plurality of custom fields, wherein the critical quality control factors comprise measurable characteristics that impact quality corresponding to the domain-specific data;
• and
• based on the monitoring, generating, by the processing unit, at least one of:
• alerts to the user using the analysis model;
• analysis and visualization, wherein the analysis comprises insights regarding quality corresponding to the domain-specific data in real-time, and wherein the visualization comprises interactive dashboards corresponding to the domain-specific data in real-time;
• and
• quality management workflows, wherein the quality management workflows comprise update of records in an integrated quality management system corresponding to the domain-specific data.

A non-transitory computer-readable medium comprising instructions for domain-based quality management, the instructions being executable by a processing resource to:

• receive a plurality of historical domain-specific data, wherein each of the plurality of historical domain-specific data corresponding to a field of operation, wherein each of the plurality of historical domain-specific data comprises a plurality of attributes, each attribute corresponding to a quality management parameters;
• train an analysis model on the plurality of historical domain-specific data, wherein the training comprises:
• identify, using the analysis model, common attributes corresponding to the plurality of historical domain-specific data;
• and
• generate, using the analysis model, a plurality of standardized domain-specific data framework, wherein each domain-specific data framework corresponds to a field of operation, wherein each of the plurality of domain-specific data frameworks comprises a first plurality of fields, each field of the first plurality of fields corresponding to a quality management parameter, wherein each of the plurality of standardized domain-specific data frameworks is updateable;
• store the plurality of standardized domain-specific data framework in a repository;
• receive a domain-specific data to assess quality corresponding to the domain-specific data, the domain-specific data corresponding to a field of operation, the domain-specific data comprising a second plurality of fields, each of the second plurality of fields corresponding to a quality management parameter;
• process the received domain-specific data using the analysis model;
• access the plurality of standardized domain-specific data framework;
• identify a standardized domain-specific data framework from the plurality of standardized domain-specific data frameworks upon the accessing using the analysis model, wherein the identified standardized domain-specific data framework is to correspond to the domain-specific data;
• map each of the second plurality of fields of the domain-specific data with a field of the first plurality of fields of the identified standardized domain-specific data framework using the analysis model by at least one of:
• manually or automatically;
• determine critical quality control factors using the analysis model based on the mapping, wherein the critical quality control factors comprise measurable characteristics that impact quality corresponding to the domain-specific data;
• monitor the critical quality control factors in real-time upon the determination;
• and
• perform at least one of:
• notifying a user regarding the quality corresponding to the domain-specific data based on the monitoring;
• and
• generating analysis and visualization for displaying to the user, wherein the analysis comprises insights regarding quality corresponding to the domain-specific data in real-time, and wherein the visualization comprises interactive dashboards corresponding to the domain-specific data in real-time.