Solution Proposal Workflow Using Pre-calculated Performance Indicators
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Solution Overview
Problem
Current software solution generation and management techniques are inefficient in providing timely and accurate solutions to problems, as they often require manual iteration through numerous options to assess key performance indicators, leading to increased time and complexity in decision-making.
Innovation Solution
A system and method for generating and managing software solutions using natural language queries and data pipelines, which involves generating alerts, identifying possible solutions, applying filters, and presenting selected solutions with pre-calculated performance indicators, utilizing a computing system with processors to streamline the process.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual iteration through numerous solutions is performed to assess key performance indicators, then comprehensive evaluation of solutions is achieved, but time consumption and decision-making complexity increase
Solution Approach 1:
The system pre-calculates and stores key performance indicators for multiple potential solutions in advance, before they are needed for decision-making. This preliminary computation allows the system to retrieve pre-assessed solutions quickly without performing manual iteration at the time of decision, thus resolving the contradiction between comprehensive evaluation accuracy and decision-making speed
Solution Approach 2:
The system creates a virtual model or copy of the solution evaluation process by pre-computing KPIs for various potential solutions and storing them in a database. This copying approach allows rapid retrieval and comparison of pre-evaluated solutions without repeating the complex calculation process, maintaining evaluation thoroughness while reducing time consumption
2Adaptability or versatility
If the solution space is not limited, then all possible solutions are considered, but the complexity of managing and evaluating solutions increases
Solution Approach 1:
The system segments the solution space by organizing solutions into categories or groups based on their characteristics, applicability to different alert types, or evaluation criteria. This segmentation allows the system to manage large numbers of solutions systematically while maintaining the ability to consider all relevant options, thus reducing management complexity without sacrificing solution coverage
Solution Approach 2:
The system applies filtering criteria based on configurable parameters to limit the solution space dynamically. By changing parameters such as relevance thresholds, performance indicator ranges, or category filters, the system can adjust the number of solutions presented to users, balancing comprehensive coverage with manageable complexity based on specific needs
Data Source
AI summary
System and method for solution proposal workflow according to certain embodiments. For example, a method includes: generating an alert, the alert associated with one or more objects; identifying one or more possible solutions associated with the alert, the one or more possible solutions including one or more actions applicable to the one or more objects; applying a filter to the one or more possible solutions to select one or more solutions from the one or more possible solutions; and presenting the one or more selected solutions.