Consolidated Resource Database for AI-Driven Action Execution
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Solution Overview
Problem
Existing systems face challenges in efficiently processing and responding to diverse user requests across disparate databases, requiring significant resources and specialist time, and lack a cohesive platform for consolidating data and executing actions.
Innovation Solution
A system that monitors and aggregates data from multiple databases, uses AI to determine responsive actions, and executes these actions through a unified interface, enabling efficient processing and communication of responses to user requests.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If disparate databases are monitored and data is aggregated into a consolidated resource database, then the amount of information available to users is improved, but the device complexity and processing requirements increase
Solution Approach 1:
The patent consolidates data from multiple disparate databases into a single consolidated resource database, merging previously separate data sources into one unified structure. This allows users to access comprehensive information from all sources through a single interface, improving information availability while managing complexity through centralized organization.
Solution Approach 2:
The consolidated resource database serves as a universal platform that handles multiple functions: storing data from various sources, processing user requests, generating responses, and interfacing with different user devices. This multi-functional approach eliminates the need for separate systems for each function, reducing overall system complexity while maintaining comprehensive information access.
2Loss of time
If a cohesive platform is implemented for responding to user requests, then the burdens of time and resources are decreased, but the initial processing requirements and infrastructure needs increase
Solution Approach 1:
The system performs preliminary actions by continuously monitoring and pre-processing data from disparate databases before user requests arrive. Data is aggregated, validated, and organized in the consolidated resource database in advance, so that when user requests come in, the system can quickly retrieve and process information without performing heavy processing operations in real-time, thus reducing response time while managing processing resource usage.
3Productivity
If specialist interactions are reduced in providing responses, then the efficiency of the managing entity is improved, but the need for automated processing systems and infrastructure increases
Solution Approach 1:
The consolidated resource database system enables self-service operations where the system automatically monitors databases, aggregates data, processes user requests, generates responses, and interfaces with user devices without requiring specialist human intervention. The automated processing infrastructure handles all operations independently, improving response efficiency while the system's unified architecture manages the complexity of automation through standardized processes.
Data Source
AI summary
Embodiments of the present invention provide a system for execution of consolidated resource-based actions. A plurality of disparate databases may be monitored and resources from these disparate databases can be aggregated or otherwise consolidated to a consolidated resource database. A request can be received from a computing device of the user, where the request includes request parameters that provide structure and specificity to the request. Relevant data is identified from the plurality of disparate databases and/or from the consolidated resource database. A determination is made for a response action based on the relevant data and the request parameters, where such a determination can be made through the assistance of artificial intelligence or machine learning engines. Finally, the responsive action is executed, which involves at least causing a user interface of the computing device of the user to communicate a response to the received request.