Automated Code Analysis Platform for Compliance Verification
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Solution Overview
Problem
Determining compliance with development project requirements, such as accessibility for visually impaired users, is costly, time-consuming, and often inaccurate due to manual code reviews, which may miss essential functionalities like text-to-speech functionality.
Innovation Solution
An automated code analysis platform that performs unit testing and program code review using standardized or customized scripts to assess compliance with project requirements, reducing human error and processing resources, and providing certification for project completion.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual code review is performed to ensure compliance with requirements, then code quality can be assessed, but the process becomes costly and time-consuming
Solution Approach 1:
The patent replaces manual mechanical code review processes with automated computational analysis systems. The automated code analysis platform uses software agents and algorithms to perform static code analysis, automatically detecting compliance issues, security vulnerabilities, and code quality problems without human intervention, thereby eliminating the time and cost overhead of manual review while maintaining or improving detection accuracy.
Solution Approach 2:
The patent introduces an automated code analysis platform as an intermediary between code submission and compliance verification. This platform acts as a mediator that automatically analyzes code against requirements, generates compliance reports, and provides feedback to developers, thereby reducing the need for direct manual review while ensuring thorough compliance checking.
2Reliability
If manual code review is performed to ensure compliance with requirements, then code quality can be assessed, but the cost increases
Solution Approach 1:
The patent replaces expensive manual expert review processes with automated computational analysis systems. The automated code analysis platform uses software agents and algorithms to perform static code analysis, automatically detecting compliance issues, security vulnerabilities, and code quality problems without human intervention, thereby eliminating the time and cost overhead of manual review while maintaining or improving detection accuracy.
Solution Approach 2:
The patent enables code compliance verification to be self-performing through automated analysis tools integrated into the development workflow. The system automatically analyzes code submissions, generates compliance reports, and provides actionable feedback without requiring external manual review resources, thereby reducing dependency on expensive expert reviewers while ensuring consistent compliance checking.
3Reliability
If manual code review is performed, then compliance can be checked, but essential functionalities like text-to-speech may be missed
Solution Approach 1:
The patent replaces manual visual code inspection with automated computational analysis systems capable of understanding code semantics and functionality. The automated code analysis platform uses static analysis techniques, abstract syntax tree parsing, and control flow analysis to automatically detect the presence and correctness of essential functionalities like text-to-speech, thereby overcoming the limitations of manual review in detecting functional compliance.
Solution Approach 2:
The patent implements automated feedback mechanisms that provide developers with immediate information about compliance status and detected issues. The system analyzes code submissions, generates detailed compliance reports highlighting missing functionalities or non-compliant code patterns, and provides actionable recommendations, thereby enabling continuous improvement of compliance detection accuracy through systematic feedback loops.
Data Source
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AI summary
A device may receive information identifying a development project. The device may determine a set of scripts to assess program code of the development project. The device may execute the set of scripts to perform a project assessment of the development project after determining the set of scripts. The device may generate a user interface including information identifying a result of executing the set of scripts. The result may include information associated with detecting an execution type of error or information associated with detecting a non-execution type of error. The device may communicate with a client device to provide the user interface for display via the client device.