Benchmark-Based Business Assessment for Unbiased Strategy Optimization
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Solution Overview
Problem
Existing business improvement systems are subject to human biases and inefficiencies, making it difficult for businesses to identify and address areas of improvement effectively.
Innovation Solution
A data-driven system that assesses a target business by comparing it to a benchmark competitor, determining performance scores, and providing strategy recommendations through a design thinking process.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If businesses hire third party firms to identify areas of improvement, then expertise and objectivity are improved, but cost increases
Solution Approach 1:
The system enables businesses to conduct self-assessments using automated data collection and analysis tools, eliminating the need for expensive external consultants while maintaining assessment quality through algorithm-driven benchmarking and performance evaluation
Solution Approach 2:
The patent replaces human expert analysis with automated computational systems that collect, process, and analyze business data using algorithms and machine learning models, substituting mechanical human labor with automated digital processes to reduce costs while preserving assessment accuracy
2Quantity of substance
If businesses conduct internal assessments, then cost is reduced, but human biases affect measurement precision
Solution Approach 1:
The system replaces human judgment and internal assessments with automated data-driven analysis that uses objective algorithms to evaluate performance metrics, eliminating human biases while maintaining cost-effectiveness through internal deployment
Solution Approach 2:
The system implements continuous feedback loops that automatically collect performance data, compare it against benchmarks, and provide objective recommendations, creating a self-correcting mechanism that reduces bias through iterative data-driven adjustments rather than subjective human evaluation
3Device complexity
If traditional assessment methods are used, then simplicity is maintained, but productivity of business improvement is reduced
Solution Approach 1:
The system performs preliminary data collection, cleaning, and benchmarking准备工作 before the actual assessment, automatically preparing reference data and performance baselines in advance so that the core assessment process can proceed quickly and efficiently without manual preparation delays
Solution Approach 2:
The system implements continuous automated data collection and monitoring that operates without interruption, constantly gathering performance metrics and updating assessments in real-time, eliminating the discontinuous manual assessment process and maintaining continuous improvement momentum
Data Source
AI summary
The present disclosure is directed to a system and associated methods for assessing, evaluating a target business, and leveraging insights from the assessment and evaluation to provide strategy recommendations to optimize the performance of the target business. In some embodiments, the system may identify a benchmark competitor and determine a performance score for the benchmark competitor. In some embodiments, the system may determine a domain score of an identified benchmark competitor. In some embodiments, the system determines an updated performance score based on provided capability process data. In some embodiments, the system recommends solutions and/or key performance indicators (KPI) to solve a provided problem. In some embodiments, the system provides a platform to enable stakeholders, (e.g., users) in the target business to perform a design thinking process.