Generative AI Agent UIs for Guided Network Troubleshooting
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Network issues in personal and professional environments often lead to connectivity disruptions and slow internet speeds, necessitating time-consuming IT ticket processes for resolution, which can be inefficient and disruptive to system operations.
Innovation Solution
An intelligent digital experience AI assistant with generative User Interfaces (UIs) for AI agents that provide interactive data visualizations and navigation to cybersecurity platforms, allowing users to diagnose and resolve network issues independently.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional IT ticket processes are used to resolve network issues, then users can report problems formally, but the resolution process becomes time-consuming and inefficient
Solution Approach 1:
The system enables users to independently diagnose and resolve network issues through an AI assistant that provides guided troubleshooting workflows, eliminating the need for traditional IT ticket processes and empowering users to self-resolve problems without external support
Solution Approach 2:
An AI assistant acts as an intermediary between users and IT support, providing intelligent guidance through interactive conversations that lead users through diagnostic steps and resolution actions, bridging the gap between user needs and technical solutions
2Reliability
If complex troubleshooting procedures are provided to users, then comprehensive problem resolution is achieved, but the ease of operation decreases
Solution Approach 1:
The troubleshooting process is segmented into discrete, manageable steps presented through interactive workflows, where users are guided through one action at a time rather than overwhelming them with comprehensive procedures, making complex diagnostics accessible to non-technical users
Solution Approach 2:
The troubleshooting workflow dynamically adapts to user responses and system conditions, adjusting the sequence of diagnostic steps and resolution actions in real-time based on what the AI assistant determines is needed, providing a customized path rather than a static procedure
Data Source
AI summary
Systems and methods for generative User Interfaces (UIs) for Artificial Intelligence (AI) agents includes operating an Artificial Intelligence (AI) agent system that includes an agent core connected to memory, one or more tools, and a planner; receiving a request from a user; and generating, via the AI agent, a response including an interactive data visualization based on the request.