Uniform Data State Configuration for Multi-Resource Platforms
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Solution Overview
Problem
Existing computer-based systems face challenges in efficiently accessing multi-resource or multi-lender platforms due to duplicate code generation, separate configuration requirements, and potential fraudulent attacks, especially when the identity of resources or lenders is known prior to access.
Innovation Solution
Utilizing an agnostic transaction module to configure data files into a uniform data state, modifying it to a specific configuration type, and dynamically updating it with a plugin management engine, while employing machine learning and artificial intelligence to predict user behavior and select appropriate plugins.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If separate configuration requirements are used for each resource or lender, then specific customization is achieved, but device complexity and configuration time increase
Solution Approach 1:
The patent implements a universal configuration system where a single uniform data state can be automatically modified to serve multiple different resource types and lenders. The agnostic transaction module handles various data formats and protocols through a unified interface, eliminating the need for separate configuration processes for each resource while maintaining full customization capability.
Solution Approach 2:
The system dynamically changes parameters of the uniform data state to adapt to different resource types and lenders. By modifying data state parameters rather than creating separate configurations, the system achieves adaptability without increasing structural complexity, allowing the same configuration framework to serve multiple purposes through parameter adjustment.
2Manufacturing precision
If duplicate code generation is avoided, then manufacturing precision is improved, but adaptability to different resources decreases
Solution Approach 1:
The patent applies local quality by maintaining a uniform core data state structure while allowing localized modifications through parameter changes. The agnostic transaction module handles resource-specific variations at the local level without affecting the overall code consistency, enabling the system to work with different resources while maintaining precise, non-duplicate code generation.
3Reliability
If security measures against fraudulent attacks are strengthened, then reliability is improved, but device complexity and processing time increase
Solution Approach 1:
The patent introduces an intermediary validation layer within the agnostic transaction module that mediates between different resources and the core system. This intermediary performs security verification and validates data states before processing, providing robust fraud protection without requiring complex security systems throughout the entire architecture. The intermediary handles security concerns centrally while maintaining simple resource interfaces.
Data Source
AI summary
In some embodiments, the present disclosure provides an exemplary system and method that may include steps of identifying a plurality of data files associated with an external data source; utilizing an agnostic transaction module to configure each data file within the plurality of data files into a uniform data state; automatically modifying the uniform data state to a particular configuration type associated with a particular data destination source based on a configuration service; and dynamically updating a modified data state based on a utilization of a plugin management engine.