CONTROL TOWER AND ENTERPRISE MANAGEMENT PLATFORM WITH CONFIGURABLE ROLE-BASED DIGITAL TWINS FOR VALUE CHAIN NETWORKS

Abstract

A value chain system that provides recommendations for designing a logistics system generally includes a machine learning system that trains machine-learned models that output logistics design recommendations based on training data sets that each respectively defines one or more features of a respective logistic system and an outcome relating to the respective logistics system; an artificial intelligence system that receives a request for a logistics system design recommendation and determines the logistics system design recommendation based on one or more of the machine-learned models and the request; and a digital twin system that generates an environment digital twin of a logistics environment that incorporates the logistics system design recommendation, and one or more physical asset digital twins of physical assets. The digital twin system executes a simulation based on the logistics environment digital twin, the one or more physical asset digital twins.

Claims

1. A method for configuring role-based digital twins, comprising: receiving, by a processing system having one or more processors, an organizational definition of an enterprise, wherein the organizational definition defines a set of roles within the enterprise; generating, by the processing system, an organizational digital twin of the enterprise based on the organizational definition, wherein the organizational digital twin is a digital representation of an organizational structure of the enterprise; determining, by the processing system, a set of relationships between different roles within the set of roles based on the organizational definition; determining, by the processing system, a set of settings for a role from the set of roles based on the determined set of relationships; linking an identity of a respective individual to the role; determining, by the processing system, a configuration of a presentation layer of a role-based digital twin corresponding to the role based on the settings of the role that is linked to the identity, wherein the configuration of the presentation layer defines a set of states that is depicted in the role-based digital twin associated with the role; determining, by the processing system, a set of data sources that provide data corresponding to the set of states, wherein each data source provides one or more respective types of data; and configuring one or more data structures that receive digital twin data from the one or more data sources, wherein the one or more data structures are configured to provide data used to populate one or more of the set of states in the role-based digital twin.

2. The method of claim 1, wherein the organizational definition further identifies a set of physical assets of the enterprise.

3. The method of claim 1, wherein determining the set of relationships includes parsing the organizational definition to identify a reporting structure and one or more business units of the enterprise.

4. The method of claim 3, wherein the set of relationships are inferred from the reporting structure and the business units.

5. The method of claim 1, further comprising linking a set of identities to the set of roles, wherein each identity corresponds to a respective role from the set of roles.

6. The method of claim 1, wherein the role-based digital twin integrates with an enterprise resource planning system that operates on the organizational digital twin that represents the set of roles in the enterprise, such that changes in the enterprise resource planning system are automatically reflected in the organizational digital twin.

7. The method of claim 1, wherein the organizational structure includes hierarchical components.

8. The method of claim 7, wherein the hierarchical components are embodied in a graph data structure.

9. The method of claim 1, wherein the set of settings for the set of roles includes role-based permission settings.

10. The method of claim 9, wherein the role-based permission settings are based on hierarchical components defined in the organizational definition.

11. The method of claim 1, wherein the set of settings for the set of roles includes role-based preference settings.

12. The method of claim 11, wherein the role-based preference settings are configured based on a set of role-specific templates.

13. The method of claim 12, wherein the set of role-specific templates includes at least one of a CEO template, a COO template, a CFO template, a counsel template, a board member template, a CTO template, a chief marketing officer template, an information technology manager template, a chief information officer template, a chief data officer template, an investor template, a customer template, a vendor template, a supplier template, an engineering manager template, a project manager template, an operations manager template, a sales manager template, a salesperson template, a service manager template, a maintenance operator template, and a business development template.

14. The method of claim 1, wherein the set of settings for the set of roles includes role-based taxonomy settings.

15. The method of claim 14, wherein the taxonomy settings identify a taxonomy that is used to characterize data that is presented in the role-based digital twin, such that the data is presented in a taxonomy that is linked to the role corresponding to the role-based digital twin.

16. The method of claim 15, wherein the set of taxonomies includes at least one of a CEO taxonomy, a COO taxonomy, a CFO taxonomy, a counsel taxonomy, a board member taxonomy, a CTO taxonomy, a chief marketing officer taxonomy, an information technology manager taxonomy, a chief information officer taxonomy, a chief data officer taxonomy, an investor taxonomy, a customer taxonomy, a vendor taxonomy, a supplier taxonomy, an engineering manager taxonomy, a project manager taxonomy, an operations manager taxonomy, a sales manager taxonomy, a salesperson taxonomy, a service manager taxonomy, a maintenance operator taxonomy, and a business development taxonomy.

17. The method of claim 1, wherein at least one role of the set of roles is selected from among a CEO role, a COO role, a CFO role, a counsel role, a board member role, a CTO role, an information technology manager role, a chief information officer role, a chief data officer role, a human resources manager role, an investor role, an engineering manager role, an accountant role, an auditor role, a resource planning role, a public relations manager role, a project manager role, an operations manager role, a research and development role, an engineer role, including but not limited to mechanical engineer, electrical engineer, semiconductor engineer, chemical engineer, computer science engineer, data science engineer, network engineer, or some other type of engineer, and a business development role.

18. The method of claim 1, wherein the at least one role is selected from among a factory manager role, a factory operations role, a factory worker role, a power plant manager role, a power plant operations role, a power plant worker role, an equipment service role, and an equipment maintenance operator role.

19. The method of claim 1, wherein the at least one role is selected from among a market maker role, a market analyst role, an exchange manager role, a broker-dealer role, a trading role, a reconciliation role, a contract counterparty role, an exchange rate setting role, a market orchestration role, a market configuration role, and a contract configuration role.

20. The method of claim 1, wherein the at least one role is selected from among a chief marketing officer role, a product development role, a supply chain manager role, a product design role, a marketing analyst role, a product manager role, a competitive analyst role, a customer service representative role, a procurement operator, an inbound logistics operator, an outbound logistics operator, a customer role, a supplier role, a vendor role, a demand management role, a marketing manager role, a sales manager role, a service manager role, a demand forecasting role, a retail manager role, a warehouse manager role, a salesperson role, and a distribution center manager role.