Footwear Customization Cycle Using Customer Feedback
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Solution Overview
Problem
Existing methods for customizing footwear do not effectively adapt to individual customer preferences over time, leading to suboptimal fit and comfort as customer needs change.
Innovation Solution
A method involving a customization cycle where customer feedback is collected on structural characteristics of previously purchased footwear, allowing for iterative adjustments in subsequent pairs to achieve an ideal fit, using evaluation systems and 3D printing techniques to manufacture customized soles with modified characteristics.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If traditional footwear manufacturing methods are used, then production cost and time are reduced, but the footwear cannot adapt to individual customer preferences over time
Solution Approach 1:
The system implements a feedback mechanism where customers evaluate their footwear fit and comfort, and this feedback is used to adjust subsequent footwear customizations. The evaluation system collects customer input on structural characteristics and uses this information to refine future manufacturing iterations.
Solution Approach 2:
The customization system is designed to be dynamic rather than static, allowing footwear characteristics to be adjusted based on evolving customer preferences and feedback over time. The system adapts the structural characteristics of footwear through multiple iterations based on customer evaluations.
2Manufacturing precision
If iterative customization based on customer feedback is implemented, then fit and comfort are improved, but manufacturing time and process complexity increase
Solution Approach 1:
The system uses customer feedback on fit and comfort to iteratively refine footwear customization. Customers provide evaluations on structural characteristics, and this feedback drives adjustments in subsequent manufacturing cycles to achieve optimal precision.
Solution Approach 2:
The system modifies specific structural parameters of the footwear such as width, arch height, and cushioning characteristics based on customer feedback. These parameter changes are systematically adjusted across multiple iterations to achieve the desired precision in fit and comfort.
3Reliability
If multiple iterations of customization are performed, then the ideal fit is achieved, but the number of manufacturing cycles increases
Solution Approach 1:
The feedback mechanism enables the system to learn from customer evaluations and reduce the number of iterations needed to achieve reliable fit. By collecting and analyzing customer feedback on structural characteristics, the system can make more informed adjustments that converge faster toward the ideal fit.
Solution Approach 2:
The system systematically adjusts key structural parameters including width, arch height, and cushioning characteristics across iterations. By focusing on these critical parameters and using feedback to guide adjustments, the system achieves reliable fit while managing manufacturing cycles efficiently.
Data Source
AI summary
Systems and methods of manufacturing articles of footwear include providing articles to a customer, receiving evaluations of one or more structural characteristics of the articles, and making new customized articles for the customer based on the evaluations of one or more structural characteristics. The methods can be conducted as a cycle that is repeated each time the customer buys a new pair of footwear. Systems for manufacturing customized articles of footwear include: a computing system that receives input including a customer-selected evaluation of one or more structural characteristics of an article of footwear, wherein the article of footwear includes a first sole member with a first structural characteristic having a first value. A surface of a second sole member may be modified to include a first pattern of apertures and/or incisions based on the customer-selected evaluation of the first structural characteristic.