Custom Product Design System with AI Compliance Moderation

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Solution Overview

Problem

Conventional CAD systems are difficult to use, fail to ensure compliance with manufacturing processes, and lack flexibility for users to customize products effectively.

Innovation Solution

A computer-aided design system that includes a user interface with customizable design areas, neural network analysis for real-time compliance checking, and features for printing or embroidering, allowing users to customize and share digital content while adhering to specified rules and permissions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of operation

If conventional CAD systems are used to design articles of manufacture, then design functionality is provided, but the user interface is overly difficult to use and flexibility for customization is inadequate

Engineering Contradiction:

Improveuser interface ease of useVSAvoidcustomization flexibility

Core Design Contradiction:

Ease of operationVSAdaptability or versatility

Solution Approach 1:

The system segments the customization process into distinct phases: template selection, content upload, AI-based moderation, and manufacturing. By dividing the complex customization workflow into manageable segments with automated intermediary steps, the system improves ease of operation while maintaining high customization flexibility through the modular architecture.

Inventive Principle:

Principle #1Segmentation

Solution Approach 2:

An AI moderation system acts as an intermediary between user content input and manufacturing execution. This intermediary automatically checks uploaded content against compliance rules, freeing users from manually ensuring compliance while maintaining strict manufacturing standards. The intermediary layer simplifies the user interface by handling complex compliance checking transparently.

Inventive Principle:

Principle #24Intermediary (Mediator)

2Reliability

If conventional CAD systems are used for design, then design capability is provided, but compliance with manufacturing processes is not adequately ensured

Engineering Contradiction:

Improvemanufacturing complianceVSAvoidsystem complexity

Core Design Contradiction:

ReliabilityVSDevice complexity

Solution Approach 1:

The system performs preliminary compliance checking and content moderation before manufacturing begins. By validating all user-provided content against manufacturing constraints and compliance rules in advance, the system ensures reliability of manufacturing outcomes without requiring complex real-time monitoring during production.

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

The AI moderation system provides automated feedback to users about compliance issues with their uploaded content. This feedback loop allows users to correct non-compliant content before manufacturing, ensuring reliability without adding significant system complexity since the feedback is generated automatically by the AI system.

Inventive Principle:

Principle #23Feedback

3Adaptability or versatility

If user-provided content is allowed in customization areas, then customization flexibility is improved, but compliance with rules may be violated

Engineering Contradiction:

Improvecustomization flexibilityVSAvoidrule compliance

Core Design Contradiction:

Adaptability or versatilityVSReliability

Solution Approach 1:

The system performs preliminary moderation and compliance checking on all user-provided content before it is applied to products. By pre-validating images, text, and other customizable elements against compliance rules, the system maintains high customization flexibility while ensuring rule compliance is not violated.

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

An AI moderation intermediary automatically checks user-provided content against compliance rules before the content reaches the manufacturing pipeline. This intermediary layer enables full customization flexibility for users while reliably enforcing compliance standards through automated content analysis and filtering.

Inventive Principle:

Principle #24Intermediary (Mediator)

4Reliability

If manual compliance checking is performed, then rule adherence can be verified, but time consumption and processing efficiency decrease

Engineering Contradiction:

Improvecompliance verificationVSAvoidcustomization processing speed

Core Design Contradiction:

ReliabilityVSProductivity

Solution Approach 1:

The system replaces manual compliance checking with an AI-based automated moderation system. This substitution maintains reliable compliance verification through intelligent content analysis while dramatically improving productivity by eliminating time-consuming manual review processes. The AI system can simultaneously analyze multiple user submissions without additional time costs.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

Data Source

PatentUS11030825B2Computer aided systems and methods for creating custom products

Publication Date: 2021.06.08 BEST APPS LLC

AI summary

A computer-aided design system enables physical articles to be customized via printing or embroidering and enables digital content to be customized and electronically shared. A user interface may be generated that includes an image of a model of an article of manufacture and user customizable design areas. Customization permissions associated with a selected design area are accessed. User provided content to be used in customizing a design area may be analyzed in real time using a trained engine to determine if it complies with one or more rules. If the user provided content satisfies a corresponding rule, manufacturing instructions and a design file may be transmitted to a printing system.