CN111898885A - Collective economic management and supervisory systems - Google Patents
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Abstract
The invention provides a collective economy management and supervision system, which comprises a communication device, a database, a server, a supervision device, a storage device and a processor, wherein the database is structured to be in data connection with the server to form a data processing device, and the data processing device is structured to be used for generating data association with collective economy; the communication device is configured for: receiving financial data from a data processing device; sending an instruction to a client; the processor is configured to generate a collective economy profile corresponding to the collective economy based on the data related to the collective economy. The present invention enables the regulatory system to adjust to specific alarm signals by employing a client device that detects that the monitored data has deviated from the prescribed behavior defined by the model, the presentation component generating and communicating the alarm to the appropriate user via the server, ensuring an improvement in overall system processing data and regulatory capabilities.
Description
Technical Field
The invention relates to the technical field of collective economic management, in particular to a collective economic management and supervision system.
Background
The existing collective economic data is acquired manually, cannot be dynamically linked with an industrial chain scene in real time, and has the defects of low information updating frequency, long decision-making chain, low efficiency, high cost and the like.
For example, the CN108596527A prior art discloses a dynamic monitoring system for financial income and expenditure data, which performs scientific overall planning on financial income and expenditure work to a certain extent, but lacks data interaction of monitoring departments, and cannot perform real-time financial monitoring.
Another typical information distribution system disclosed in the prior art such as WO1990002382a1, and a protection system disclosed in the prior art such as US4672572A for computer access and use, are lack of supervision on the financial capital of the collective economy, have various risks in the use process, cannot provide query services, and cannot ensure the fast and effective implementation of the requirements of the related documents, and innovate the management mode in terms of bank management, assessment, and dynamic monitoring, require to count the financial income and expenditure in various parts of the province every year, because the data amount to be counted is large, after being sent to the government office, the specific situations of the financial income and expenditure cannot be queried at will, and meanwhile, because the business systems of various levels of the financial cannot be directly communicated, the automatic uploading of the business data and the financial affairs cannot be realized step by step, many links requiring manual intervention in the data acquisition process exist, the acquisition period is very long, the timeliness and accuracy of the collected data are difficult to guarantee.
The invention is made in order to solve the problems of over-dispersion of financial data, long approval time, lack of supervision of financial funds, incapability of inquiry, lack of dynamic supervision and the like in the field.
Disclosure of Invention
The invention aims to provide a collective economic management and supervision system aiming at the defects of the current collective economic management and supervision.
In order to overcome the defects of the prior art, the invention adopts the following technical scheme:
a collective economy management and oversight system comprising a communication means, a database, a server, an oversight means, a storage device and a processor, the database being configured to form a data processing device in data connection with the server, the data processing device being configured for generating data associated with a collective economy; the communication device is configured to: receiving financial data from the data processing apparatus; sending an instruction to a client; the processor is configured to generate a collective economy profile corresponding to the collective economy based on the data related to the collective economy; the storage device is configured to retrieve historical financial data from the database.
Optionally, the processor is further configured to analyze a profile of the collective economy based on machine learning; and generating the instructions based on the analysis, the communication device being configured to receive at least one of the financial data, wherein the at least one of the financial data comprises historical financial data and current financial data; the processor is further configured to perform machine learning based on the historical financial data and analyze the current financial data.
Optionally, the supervising means comprises an executable component, a device interface component, a metadata generation component, an analysis component, the device interface component configured to receive data file formats formatted according to different files from the data processing device and the system; the metadata generation component is structured to generate relationship metadata that identifies correlations between data items contained in the data files and stores the data items in association with the relationship metadata; the analysis component is configured to generate budget model data based on an analysis of the first subset of data items and the first subset of relational metadata, identifying a range of budget indicators for a database and a collective economy associated with defined production outcomes over a plurality of production cycles.
Optionally, the budget model data records a range of budget indicators and identifies relationship metadata received by budget issues associated with the data processing apparatus and system after the first subset of data items and the first subset of relationship metadata based on a comparison of the budget model data to the second subset and the second subset of data items.
Optionally, the communication device comprises a caching mechanism and real-time control data, the caching mechanism being configured to store real-time control data associated with data tags defined on the data processing apparatus; the real-time control data includes: the data processing device receives input data from the first subset of the database and output data generated by the data processing device and, based on the input data, transmits to the second subset of the database based on the input data.
Optionally, receiving, by a system comprising a processor, a data file from a database and a server at a data processing device, determining a budget indicator range for the database and the collective economy associated with a defined production outcome in a plurality of production cycles based on an analysis of the first subset of data items and the first subset of relational metadata; generating budget index model data for recording collective economy;
identifying a budget issue based on a comparison of the metric model data to a second subset of the data items and a second subset of the relationship metadata received after the first subset of the data items and the first subset of the relationship metadata; generating budget model data to record the range of the budget index; a first subset of budget issue relationship metadata associated with the database and the system is identified based on a comparison of the budget model data to the second subset of data items and a second subset of relationship metadata received after the first subset of data items.
The beneficial effects obtained by the invention are as follows:
1. the monitoring device is used for authorizing the access data and classifying the access data respectively, so that the safety of the whole system is effectively ensured;
2. data interaction is carried out on the data interfaces of the enterprises by intervening a third-party service provider, so that the operation or business benefits of the enterprises can be inquired by a supervision system, the completeness and high efficiency of supervision are guaranteed, and the supervision process is further saved;
3. by employing the detection that the monitored data has deviated from the prescribed behavior defined by the model, the presentation component generates and communicates alerts to the appropriate user's client device via the server, such that the supervisory system adjusts for specific alarm signals, ensuring an increase in overall system processing data and supervisory capability;
4. identifying a risk of failure or inefficiency of the supervisory system by employing an analysis of the generated standardized metadata and associated metadata at the generation;
5. by adopting the operation of accessing the database through the communication equipment and processing the data through the data processing equipment, the data in the database can be ensured to be processed efficiently.
Drawings
The invention will be further understood from the following description in conjunction with the accompanying drawings. The components in the figures are not necessarily to scale, emphasis instead being placed upon illustrating the principles of the embodiments. Like reference numerals designate corresponding parts throughout the different views.
Fig. 1 is a schematic view of the present invention.
Fig. 2 is a control flow diagram of the supervision system.
Fig. 3 is a control flow diagram of the processor.
Fig. 4 is a control flow diagram of the monitoring device.
Fig. 5 is a schematic control flow diagram of the budget model.
Fig. 6 is a control flow diagram of the communication device.
Fig. 7 is a control flow diagram of the data processing apparatus.
Detailed Description
In order to make the objects and advantages of the present invention more apparent, the present invention will be further described in detail with reference to the following embodiments; it should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention. Other systems, methods, and/or features of the present embodiments will become apparent to those skilled in the art upon review of the following detailed description. It is intended that all such additional systems, methods, features and advantages be included within this description, be within the scope of the invention, and be protected by the accompanying claims. Additional features of the disclosed embodiments are described in, and will be apparent from, the detailed description that follows.
The same or similar reference numerals in the drawings of the embodiments of the present invention correspond to the same or similar components; in the description of the present invention, it should be understood that if there is an orientation or positional relationship indicated by the terms "upper" and "lower" and "left" and "right" etc., it is only for convenience of description and simplification of the description based on the orientation or positional relationship shown in the drawings, but it is not indicated or implied that the device or assembly referred to must have a specific orientation.
The first embodiment is as follows: a collective economy management and oversight system comprising a communication means, a database, a server, an oversight means, a storage device and a processor, the database being configured to form a data processing device in data connection with the server, the data processing device being configured for generating data associated with a collective economy; the communication device is configured to: receiving financial data from the data processing apparatus; sending an instruction to a client; the processor is configured to generate a collective economy profile corresponding to the collective economy based on the data related to the collective economy; the storage device is configured to retrieve historical financial data from the database; the processor is further configured to analyze a profile of the collective economy based on machine learning; and generating the instructions based on the analysis, the communication device being configured to receive at least one of the financial data, wherein the at least one of the financial data comprises historical financial data and current financial data; the processor is further configured to perform machine learning based on the historical financial data and analyze current financial data; the supervisory apparatus includes an executable component, a device interface component, a metadata generation component, an analysis component, the device interface component configured to receive data file formats formatted according to different files from data processing devices and systems; the metadata generation component is structured to generate relationship metadata that identifies correlations between data items contained in the data files and stores the data items in association with the relationship metadata; the analysis component is configured to generate budget model data based on an analysis of the first subset of data items and the first subset of relational metadata, identifying a range of budget indicators for a database and a collective economy associated with defined production outcomes in a plurality of production cycles; the budget model data records a range of budget indicators and identifies relationship metadata received by budget issues associated with the data processing apparatus and system after the first subset of data items and the first subset of relationship metadata based on a comparison of the budget model data to the second subset and the second subset of data items; the communication device comprises a caching mechanism and real-time control data, wherein the caching mechanism is configured to store the real-time control data associated with a data tag defined on the data processing equipment; the real-time control data includes: the data processing device receives input data from the first subset of the database and output data generated by the data processing device and, based on the input data, transmits to the second subset of the database based on the input data; receiving, by a system comprising a processor, a data file from a database and a server at a data processing device, determining a budget indicator range for the database and the collective economy associated with a defined production outcome in a plurality of production cycles based on an analysis of the first subset of data items and the first subset of relational metadata; generating budget index model data for recording collective economy; identifying a budget issue based on a comparison of the metric model data to a second subset of the data items and a second subset of the relationship metadata received after the first subset of the data items and the first subset of the relationship metadata; generating budget model data to record the range of the budget index; a first subset of budget issue relationship metadata associated with the database and the system is identified based on a comparison of the budget model data to the second subset of data items and a second subset of relationship metadata received after the first subset of data items.
Example two: the present embodiment should be understood to include at least all of the features of any one of the preceding embodiments and to further improve upon them, in particular to provide a collective economic management and supervision system comprising a communication means, a database, a server, a supervision means, a storage device and a processor, the database being configured to form a data processing device in data connection with the server, the data processing device being configured to generate data associated with a collective economy; the communication device is configured to: receiving financial data from the data processing apparatus; sending an instruction to a client; the processor is configured to generate a collective economy profile corresponding to the collective economy based on the data related to the collective economy; the storage device is configured to retrieve historical financial data from the database; specifically, in this embodiment, the supervision device and the data processing device cooperate with each other, so that the management of the collective economy achieves the purpose of high efficiency and reasonability; in the embodiment, the database and the server perform data interaction with each other, so that the financial and production operation conditions between the collective economy can be effectively monitored; in the embodiment, a supervision network is constructed by a service provider externally connected with a third party, so that the supervision network of the collective economy has strong data support, and in addition, in the embodiment, the service provider of the third party comprises a government supervision system and a bank system; in this embodiment, the collective economy further provides a notification of authorized access to the financial data by the third-party service provider; in particular, the storage device is configured to store instructions; the processor is configured to execute instructions, the server is configured to receive a notification, the notification including a request to access authorized collective economic data; verifying the configured access object; and providing access to authorized collective economy data to a server, the supervising means being configured to supervise transactions of the collective economy and to protect respective said access records; in particular, in this embodiment, a notification is received from a server, the notification including a request to access collective economic data associated with an economic services account; determining that the economic service account provider has authorized the server to access the collective economic data; determining that a plurality of collective economic authorization servers associated with economic service account providers access collective economic data; configuring an access object identifying a server and a portion of data of a collective economy to which the server is authorized to access; responding to the request for access service of the collective economy from a server and providing access to the financial data by a provider to an authorized server; when the communication equipment provides the financial data, accessing the data and monitoring the financial data and the operation condition based on the database and the server;
in the present embodiment, a method for querying collective data is provided, the querying method configured for providing cloud-based access to collective economic data; in particular, the method includes receiving a notification from a server, the notification including a request to access regulatory system data associated with a financial services account; moreover, the access method includes determining that the financial service account provider authorizes access of the server to the regulatory system data; the access method further comprises determining that a plurality of financial authorization servers associated with a financial services account provider access financial data; in addition, the access method comprises configuring information of an access object, the access object identifying a server and supervisory system data which the server is authorized to access, so that the supervisory system can access a part of the data; the administration device is configured to authorize the access data and to classify, respectively, that: the method comprises the following steps: an authorized access portion and an unauthorized portion; additionally, the access method includes receiving a notification from a server, the notification including a request to access authorized regulatory system data; the access method comprises the following steps: validating the configured software object; and providing access to authorized regulatory system data to the server, upon receiving a data access request from a third party service provider, the cloud-based platform may determine that the third party service provider is authorized and provided by both the regulatory system and an associated financial service account provider; after the cloud-based platform receives and validates the software object provided by the third-party service provider, the cloud-based platform may authorize the third-party service provider to access the specified regulatory system financial data through the cloud; in addition, in this embodiment, no modification of the european hourly data is possible during access to said data, while the supervision system is also configured to make an opinion of said financial data and to provide corresponding credentials including, but not limited to, the following list of several cases: including credit card accounts, checking accounts, savings accounts, loan accounts, reward accounts, and any other type of financial services account;
the processor is further configured to analyze a profile of the collective economy based on machine learning; and generating the instructions based on the analysis, the communication device being configured to receive at least one of the financial data, wherein the at least one of the financial data comprises historical financial data and current financial data; the processor is further configured to perform machine learning based on the historical financial data and analyze current financial data; specifically, the processor analyzes the data stored in the storage device, and simultaneously, the corresponding data is analyzed through the establishment and analysis of the machine learning model; in this example, the analysis operates based on instructions stored on the storage device that are additionally executed by the processor; accessing or analyzing the historical funding positive data and the current financial data; in the embodiment, the machine model analyzes or learns the financial data by learning the processing means and the analysis rule of the historical financial data; in this embodiment, the processor is further configured to access associated financial data provided by the third-party service provider, and to collect sufficient financial data and warn of current starvation conditions based on the financial data; the administrator is configured to verify the credentials and modify or delete the credentials based on authorization of the supervising device; in this embodiment, the overall system includes a cloud platform, a banking system, a third party service provider, and a mobile device configured to communicate over a network, the network including a network and a wireless carrier network, the cloud platform configured as a server associated with a financial institution; financial institutions include, but are not limited to, the following list of several: a bank, a lender, a merchant, a credit card provider, or any other entity that provides a financial account to a customer; the financial institution can manage the cloud platform, so that the cloud platform is used for executing financial services and ensuring that the cloud platform can efficiently and safely perform operations such as data query; in this embodiment, the financial institution is configured as the same institution associated with the banking system, while the financial institution can also be configured as a different institution from the institution associated with the banking system; the enterprises contracted or operated by the collective economy comprise different enterprises, the data interfaces of the enterprises are constructed to connect the cloud platform and interact data with the cloud platform, and the income of the operation or business of the enterprises can be inquired by the supervision system; in this embodiment, the storage device is configured to store the instructions and data, and the storage device is configured to store instructions for the processor to execute, the instructions being configured to connect or jump between the respective data to corresponding locations;
the supervisory apparatus includes an executable component, a device interface component, a metadata generation component, an analysis component, the device interface component configured to receive data file formats formatted according to different files from data processing devices and systems; the metadata generation component is structured to generate relationship metadata that identifies correlations between data items contained in the data files and stores the data items in association with the relationship metadata; the analysis component is configured to generate budget model data based on an analysis of the first subset of data items and the first subset of relational metadata, identifying a range of budget indicators for a database and a collective economy associated with defined production outcomes in a plurality of production cycles; in particular, a data file is received by a system including a processor from a database and a server at a data processing device, a range of budget indicators for the database and for the collective economy associated with defined production outcomes in a plurality of production cycles is determined based on an analysis of a first subset of data items and a first subset of relational metadata; generating budget index model data for recording collective economy; identifying a budget issue based on a comparison of the metric model data to a second subset of the data items and a second subset of the relationship metadata received after the first subset of the data items and the first subset of the relationship metadata; generating budget model data to record the range of the budget index; identifying a first subset of budget issue relationship metadata associated with the database and the system based on a comparison of the budget model data to the second subset of data items and a second subset of relationship metadata received after the first subset of data items; in particular, the device interface component is configured to receive financial data transmitted by various data sources, the financial data including: configuration data, status data, process variable data, etc.; the data received and arranged by the financial data arrangement system includes budget data received from a data processing device, a cloud-capable data processing device, a cloud gateway device, or other budget data source; data that may also be received by the device interface component for layout conforms to a variety of different data formats, including but not limited to spreadsheet files, log files, database files, streaming data, and the like; the data queuing component is configured to maintain an event queue that processes data received through the device interface component;
in this embodiment, the supervisory device further comprises a data queuing component, a predictive maintenance and procedural supervision mechanism, and a financial data orchestration mechanism, the data orchestration component configured to perform the alignment of the practice queue on the data list; the financial data orchestration mechanism is configured to orchestrate the financial data and perform financial case-specific analysis of the stored data and metadata based on relationships between data items found by the orchestration system; the process monitoring authority is configured to perform predictive analysis of financial data and to perform monitoring operations on the data;
the data queuing component distributes the received data to one or more event queues and also learns the classification of each data item contained in the file; the discovery component is configured to identify relationships between data items placed between different files in the event queue; the metadata generation component is configured to generate metadata identifying the relationships identified by the discovery component; in this manner, relationships between data items from different data sources are identified and recorded, and utilized by the cloud-based analysis system in connection with performing extensive data analysis;
the client interface component is configured to exchange data with one or more client devices via a public and/or private network connection; the client interface component communicates information identifying the presumed relationships between the discovered data files or data items to an authorized client device and receives confirmation input from the client device accepting the relationships or user-specified relationship information between selected data files or items; the predictive maintenance and process supervision mechanism comprises an analysis component, a presentation component, a device interface component, and an analysis scaling component; in this embodiment, one or more of the analysis component, the presentation component, the client interface component, the device interface component, and the analysis scaling component are coupled to each other by an electrical or communication device and perform the functions of predictive maintenance and process oversight mechanisms with each other; in this embodiment, the components and include software instructions stored in a memory and executed by a processor; the predictive maintenance and process supervision authority interacts with other hardware or software components, and in particular, the predictive maintenance and process supervision authority is used in conjunction with a financial data orchestration authority to perform financial case specific analysis on stored data and metadata based in part on relationships between data items discovered by the orchestration system; the analysis component is configured to analyze the data and associated metadata for predictive maintenance opportunities or to supplement control of the supervisory system with a higher level of process oversight; a presentation component configured to present results of the analysis on the client device in an appropriate format; the device interface component is configured to send instruction data to the target control device to modify a display result of the display device based on a result generated by the analysis component; the analytics scaling component is configured to transfer the analytics processing or analytics results to another analytics system hosted on another device or located on a different level of the data processing device for analysis of the data based on the determination of the relevance of the processing or results;
the budget model data records a range of budget indicators and identifies relationship metadata received by budget issues associated with the data processing apparatus and system after the first subset of data items and the first subset of relationship metadata based on a comparison of the budget model data to the second subset and the second subset of data items; in particular, the analysis component monitors relevant subsets of the normalized data, the deviation of the model from the subset of data corresponding to the machine or asset to which the model applies; if the budget model data defines a preferred budget indicator from the current financial data, the analysis component will compare the current performance against a subset of the budget model data corresponding to the current financial data of the monitored system from the normalized data and the associated relationship metadata; in response to detecting that the monitored data has deviated from the prescribed behavior defined by the model, the presentation component generates and communicates an alert to the appropriate user's client device via a server that focuses attention on the abnormal deviation; the analysis component identifies an undesirable or unacceptable cycle time deviation from the preferred cycle time range; in this embodiment, the subset of normalized data and its associated relationship metadata comprise cycle time data for one or more machines or production lines, and the budget model comprises a definition of a cycle time range set to the budget's fulfillment cycle; an analysis component compares cycle times defined by the correlated set of normalized data to defined optimal cycle times, identifies when actual cycle times deviate from modeled cycle times, and reports these deviations via the server; in this embodiment, the analysis component further utilizes the analysis to identify a cause of the error based in part on the correlation found by the discovery component of the orchestration system and re-encoded in the relationship metadata; analyzing the generated standardized metadata and associated metadata at the generation to identify risks of failure or inefficiency of the supervisory system; in this embodiment, the risk of failure or inefficiency is based on a comparison of the standardized data and associated metadata with one or more budget models generated by the regulatory system for the controlled regulatory system, in this embodiment, and setting different parameters for each of the budget models, including periods, budget indicators, etc.; if no risk of failure or inefficiency is identified, continuing to receive, process and analyze the new data file; if a risk of failure or inefficiency is identified, generating and transmitting control instructions to one or more control devices, the control instructions configured to initiate an operational change determined to mitigate the risk;
the communication device comprises a caching mechanism and real-time control data, wherein the caching mechanism is configured to store the real-time control data associated with a data tag defined on the data processing equipment; the real-time control data includes: the data processing device receiving input data from the first subset of the database and output data generated by the data processing device and transmitting, in dependence on the input data, to the second subset of the database; in particular, the predictive maintenance and process oversight authority is further configured to support generation of digital backups for devices based on the aggregated normalized data and associated relationship metadata; in this embodiment, the analysis component compares the input data of the device with its corresponding digital backup to identify deviations; in this embodiment, the predictive maintenance and process oversight authority creates different digital backups for the same set of devices, where each digital backup corresponds to a different version of a device depending on the type of environment in which the device is deployed; the caching mechanism creating a first digital backup corresponding to the deployment of the device in the first subset and creating a second digital backup corresponding to the deployment of the device in the second subset; the data processing device receives input data from a first subset of the database and output data generated by the data processing device, and sends the input data to a second subset of the database according to the input data, so that the financial data can be processed efficiently, the capacity of the whole system for processing the data is improved, and in addition, the data in the database can be processed efficiently through the access of the communication device to the database and the operation of the data processing device for processing the data.
In the above embodiments, the descriptions of the respective embodiments have respective emphasis, and reference may be made to the related descriptions of other embodiments for parts that are not described or illustrated in a certain embodiment.
In summary, the collective economic management and supervision system of the present invention effectively ensures the security of the whole system by adopting the supervision device to be structured to authorize the access data and classify the access data respectively; data interaction is carried out on the data interfaces of the enterprises by intervening a third-party service provider, so that the operation or business benefits of the enterprises can be inquired by a supervision system, the completeness and high efficiency of supervision are guaranteed, and the supervision process is further saved; by employing the detection that the monitored data has deviated from the prescribed behavior defined by the model, the presentation component generates and communicates alerts to the appropriate user's client device via the server, such that the supervisory system adjusts for specific alarm signals, ensuring an increase in overall system processing data and supervisory capability; identifying a risk of failure or inefficiency of the supervisory system by employing an analysis of the generated standardized metadata and associated metadata at the generation; by adopting the operation of accessing the database through the communication equipment and processing the data through the data processing equipment, the data in the database can be ensured to be processed efficiently.
Although the invention has been described above with reference to various embodiments, it should be understood that many changes and modifications may be made without departing from the scope of the invention. That is, the methods, systems, and devices discussed above are examples. Various configurations may omit, substitute, or add various procedures or components as appropriate. For example, in alternative configurations, the methods may be performed in an order different than that described, and/or various components may be added, omitted, and/or combined. Moreover, features described with respect to certain configurations may be combined in various other configurations, as different aspects and elements of the configurations may be combined in a similar manner. Further, elements therein may be updated as technology evolves, i.e., many elements are examples and do not limit the scope of the disclosure or claims.
Specific details are given in the description to provide a thorough understanding of the exemplary configurations including implementations. However, configurations may be practiced without these specific details, for example, well-known circuits, processes, algorithms, structures, and techniques have been shown without unnecessary detail in order to avoid obscuring the configurations. This description provides example configurations only, and does not limit the scope, applicability, or configuration of the claims. Rather, the foregoing description of the configurations will provide those skilled in the art with an enabling description for implementing the described techniques. Various changes may be made in the function and arrangement of elements without departing from the spirit or scope of the disclosure.
In conclusion, it is intended that the foregoing detailed description be regarded as illustrative rather than limiting, and that it be understood that these examples are illustrative only and are not intended to limit the scope of the invention. After reading the description of the invention, the skilled person can make various changes or modifications to the invention, and these equivalent changes and modifications also fall into the scope of the invention defined by the claims.
Claims (6)
1. A collective economy management and oversight system, the oversight system comprising communication means, a database, a server, oversight means, a storage device and a processor, the database being configured to form a data processing device in data connection with the server, the data processing device being configured for generating data associated with a collective economy; the communication device is configured to: receiving financial data from the data processing apparatus; sending an instruction to a client; the processor is configured to generate a collective economy profile corresponding to the collective economy based on the data related to the collective economy; the storage device is configured to retrieve historical financial data from the database.
2. The collective economy management and oversight system of claim, wherein the processor is further configured to analyze a profile of the collective economy based on machine learning; and generating the instructions based on the analysis, the communication device being configured to receive at least one of the financial data, wherein the at least one of the financial data comprises historical financial data and current financial data; the processor is further configured to perform machine learning based on the historical financial data and analyze the current financial data.
3. A collective economic management and oversight system according to one of the preceding claims, characterized in that the oversight means comprises an executable component, a device interface component, a metadata generation component, an analysis component, the device interface component being configured to receive data file formats formatted according to different files from data processing devices and systems; the metadata generation component is structured to generate relationship metadata that identifies correlations between data items contained in the data files and stores the data items in association with the relationship metadata; the analysis component is configured to generate budget model data based on an analysis of the first subset of data items and the first subset of relational metadata, identifying a range of budget indicators for a database and a collective economy associated with defined production outcomes over a plurality of production cycles.
4. A collective economic management and oversight system according to one of the preceding claims, characterized in that the budget model data records the range of budget indicators and identifies relationship metadata received by budget issues related to the data processing devices and systems after the first subset of data items and the first subset of relationship metadata based on a comparison of the budget model data with the second subset and the second subset of data items.
5. A collective economic management and supervision system according to any one of the preceding claims, wherein the communication means comprises a caching mechanism and real time control data, the caching mechanism being configured to store real time control data associated with data tags defined on the data processing devices; the real-time control data includes: the data processing device receives input data from the first subset of the database and output data generated by the data processing device and transmits, in accordance with the input data, to the second subset of the database in accordance with the input data.
6. A collective economic management and oversight system according to any one of the preceding claims, wherein the data files are received by the system comprising a processor from a database and a server at the data processing facility, and a range of budget indicators for the database and collective economy associated with defined production outcomes in the plurality of production cycles is determined based on an analysis of the first subset of data items and the first subset of relational metadata; generating budget index model data for recording collective economy;
identifying a budget issue based on a comparison of the metric model data to a second subset of the data items and a second subset of the relationship metadata received after the first subset of the data items and the first subset of the relationship metadata; generating budget model data to record the range of the budget index; a first subset of budget issue relationship metadata associated with the database and the system is identified based on a comparison of the budget model data to the second subset of data items and a second subset of relationship metadata received after the first subset of data items.
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