Cross-Platform Query and Content Creation Interface with LLMs

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Solution Overview

Problem

Existing collaborative work environments require employees to manually document tasks and structure data across multiple platforms, leading to time and resource consumption, and existing solutions are often platform-specific and unable to share data effectively.

Innovation Solution

A generative output engine is used to automatically generate and structure content across multiple software platforms, leveraging large language models and a scalable network architecture to provide automated content creation and organization, including summary, formatting, and cross-platform data integration.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If employees manually document tasks and structure data across multiple platforms, then data organization and compliance with policies are improved, but time consumption and resource requirements increase

Engineering Contradiction:

Improvedata organizationVSAvoidtime consumption

Core Design Contradiction:

ReliabilityVSLoss of time

Solution Approach 1:

The system enables automatic self-documentation where the platform itself generates and structures data across multiple platforms without requiring manual employee intervention. The automated system reads data from source platforms, transforms it according to target platform requirements, and publishes it automatically, making the system serve itself rather than requiring continuous human effort for data organization.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The patent replaces the mechanical manual process of copying and structuring data across platforms with an automated computational system. The system uses programmatic interfaces, data transformation engines, and automated publishing mechanisms to substitute the manual mechanical actions of employees, thereby maintaining data organization reliability while eliminating time consumption.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

2Adaptability or versatility

If employees manually copy data between multiple platforms, then data sharing between platforms is improved, but productivity is reduced

Engineering Contradiction:

Improvedata sharing capabilityVSAvoidindividual productivity

Core Design Contradiction:

Adaptability or versatilityVSProductivity

Solution Approach 1:

The system establishes continuous automated data sharing between platforms that operates without interruption. The automated pipeline continuously monitors source platforms, extracts data, transforms it according to target platform schemas, and publishes updates in real-time or near-real-time, ensuring data sharing is a continuous background process rather than discrete manual tasks that interrupt productivity.

Inventive Principle:

Principle #20Continuity of useful action

Solution Approach 2:

The patent introduces an intermediary automated data transformation and coordination system that mediates between multiple platforms. This intermediary layer handles the complexity of data format conversions, authentication, and synchronization automatically, allowing platforms to share data seamlessly without requiring employees to manually navigate the complexity of each platform's specific requirements.

Inventive Principle:

Principle #24Intermediary (Mediator)

3Reliability

If rigidly defined policy-driven tasks are required, then compliance with organizational policies is improved, but resource consumption increases

Engineering Contradiction:

Improvepolicy complianceVSAvoidresource consumption

Core Design Contradiction:

ReliabilityVSQuantity of substance

Solution Approach 1:

The system performs preliminary action by pre-defining data transformation rules, target platform configurations, and compliance checklists within the automated system. These policies and requirements are established in advance as system configurations rather than requiring ongoing manual enforcement, allowing the system to automatically ensure compliance with organizational policies while minimizing resource consumption through automation.

Inventive Principle:

Principle #10Preliminary action

Data Source

PatentUS20250306743A1Cross-platform query and content creation service and interface for collaboration platforms

Publication Date: 2025.10.02 ATLASSIAN PTY LTD

AI summary

Embodiments described herein relate to systems and methods for automatically generating content, generating API requests and/or request bodies, structuring user-generated content, and/or generating structured content in collaboration platforms, such as documentation systems, issue tracking systems, project management platforms, and other platforms. The systems and methods described use a network architecture that includes generative interface panel used to access a prompt generation service and a set of one or more purpose-configured large language model instances (LLMs) and/or other trained classifiers or natural language processors used to provide generative responses for content collaboration platforms.