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    Chat App Message Service:AI-based intelligent analysis instructions

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    Chat App Message Service:AI-based intelligent analysis instructions

    Last Updated:Sep 11, 2025

    This topic describes how to use AI-based intelligent analysis to analyze a flow's heatmap. This analysis helps you identify issues and optimization opportunities for the flow. After the analysis is complete, you can ask questions in the input box or select a prompt template.

    Introduction

    AI-based intelligent analysis is an intelligent analysis tool powered by the Tongyi large model. You can use it to quickly analyze an entire flow or a single component. The analysis provides insights into the flow structure, runtime data distribution, key node performance, potential issues, and optimization suggestions.

    Core values

    • Global diagnosis: Quickly understand the overall health of your flow and identify bottlenecks and abnormal sections.

    • Component analysis: Focus on the trigger and execution status of individual components to locate problems with greater precision.

    • Intelligent optimization: Receive AI-generated suggestions to improve your flow design and increase execution efficiency.

    • Time savings: Reduce the time and cost of manual troubleshooting. Accelerate problem identification and resolution.

    Highlights

    • End-to-end flow statistics: Analyze the entire flow structure and its associated data.

    • Component-level analysis: Analyze individual components and receive results with greater granularity.

    • Intelligent suggestion output: Automatically generate descriptions of potential issues and optimization plans.

    • Multi-turn conversations: Ask follow-up questions about the analysis results to obtain a deeper understanding of the data.

    Core features

    • Global diagnosis statistics: Quickly understand the overall health of your flow, identify bottlenecks and abnormal sections, and analyze the complete flow structure and data.

    • Component analysis: Focus on the trigger and execution status of individual components to locate problems precisely. Receive a detailed execution analysis for each component.

    • Intelligent optimization: Receive AI-generated suggestions to improve your flow design and increase execution efficiency.

    Usage notes

    • This feature is available only in the console. An API is not available for this feature.

    • This feature has usage limits. Use it judiciously.

    • The analysis is generated by an AI model. The resulting data and suggestions are for reference only. You should verify any critical information.

    Procedure

    1. Log on to the Chat App Message Service console.

    2. In the left navigation pane, click Flow Editor. From the flow list, click the name of the flow that you want to analyze.

    3. On the flow canvas, click Heatmap Analysis and then click the image icon on the left.

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    4. The AI-based Intelligent Analysis interface is displayed.

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      Choose either Full Flow Analysis or Single Component Analysis:

      Full Flow Analysis

      Single Component Analysis

      1. Click the Start button.

      2. Wait for the AI analysis to complete.

      3. Ask a question in the input box or select a prompt template.

      1. Click the component to analyze, or hover over the component and click the analysis icon.

      2. Wait for the AI analysis to complete.

      3. Ask a question in the input box or select a prompt template.

    5. Start a multi-turn conversation.

      After the initial analysis is complete, you can ask follow-up questions by selecting a prompt template or entering a custom question in the text box. Then, wait for the analysis results.

      Note

      The analysis is generated by an AI model. The accuracy and completeness of the analysis are not guaranteed. Use the results for reference only.

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