Oracle Cloud Infrastructure Documentation

Use LoganAI

LoganAI is the Artificial Intelligence capability in Oracle Log Analytics. LoganAI allows you to analyze your logs and log derived data using AI. You can also fetch metrics from OCI Monitoring using MQL and mix with the logs for AI analysis. In addition, you can fetch documents from Object Storage for AI analysis.

Validity of AI Responses

Note

LoganAI leverages artificial intelligence to analyze logs and generate summaries, explanations, and follow-up insights. While this AI-generated content can significantly enhance productivity and accelerate troubleshooting, it is important to recognize that such responses may occasionally be incomplete or inaccurate. AI-generated outputs should not be considered a substitute for expert judgment or detailed review.

You are strongly advised to carefully validate and cross-check all AI-provided information before making operational decisions or taking action based on these results. If in doubt, consult relevant subject matter experts to ensure accuracy and compliance.

LoganAI enables the Oracle Log Analytics service users in several valuable ways:

  • AI-Powered Log Summarization:

    Automatically generates concise summaries and interpretations for individual logs, groups of logs, clusters, and charts, helping you to quickly understand large volumes of log data without manual effort.

  • Actionable Follow-up Questions:

    Suggests relevant, context-aware follow-up questions that guide you through deeper analysis, making the investigative process more intuitive.

  • Fast Root Cause Identification:

    Accelerates detection of anomalies and likely causes for issues or patterns, enabling faster troubleshooting and incident response.

  • Personalized Insights:

    Offers customizable AI responses, allowing you to tailor the system prompt or model, enhancing the relevance and accuracy of AI suggestions to your particular environment and needs.

  • User-Friendly Explanations:

    Translates complex log data and chart patterns into easy-to-understand explanations, bridging the gap between raw technical data and actionable business information.

  • Seamless Integration with Existing Workflows:

    The AI features are accessible directly within the Oracle Log Analytics UI, reducing the need to switch tools or contexts and streamlining the log analysis workflow.

  • Improved Productivity:

    By automating tedious data interpretation tasks, LoganAI allows engineers, analysts, and support teams to focus on higher-value activities.

  • Supports Learning and Upskilling:

    Makes advanced log analysis more accessible to users with varying expertise, supporting learning and upskilling within teams.

  • Compliance and Security Alignment:

    Built upon Oracle Cloud's secure infrastructure and following organizational policy controls, LoganAI upholds compliance and data protection standards.

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