> ## Documentation Index
> Fetch the complete documentation index at: https://docs.observability.platform.ai71services.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Features

## Current Features

<ul>
  <li><b>Logs:</b> Time-stamped records of discrete events. Logs provide detailed context and are essential for  debugging and troubleshooting. Examples include application logs, system logs, and audit logs.</li>
  <li><b>Metrics:</b> Numerical measurements of system behavior over time. Metrics provide aggregated data and are useful for identifying trends and anomalies. Examples include CPU usage, memory consumption, request latency, and error rates.</li>
  <li><b>RUM:</b>Realtime User Experience -  tracks and analyzes the behavior and experiences of users interacting with a website or application in real time. Tracks user journey tracking, performance metrics, geographical, browser and device level analysis.</li>
</ul>

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  <img src="https://mintcdn.com/locai-7ba4c11f/DlWQnNQ5KFmZAYQh/images/stack_components.png?fit=max&auto=format&n=DlWQnNQ5KFmZAYQh&q=85&s=38717d8f0bbdc795da11aad45857806b" width="400" height="400" data-path="images/stack_components.png" />
</Frame>

## Roadmap

This section provides a detailed, quarter-wise breakdown of our plans for the upcoming year. It highlights key initiatives,
feature releases, and platform improvements we aim to deliver in 2025.

<Note>
  The Roadmap will be constantly reviewed to ensure delivery inline with product development roadmaps.
</Note>

<Tabs>
  <Tab title="Quarter 1">
    <CardGroup cols={1}>
      <Card title="Alerting Enhancements" icon="bell">
        Set up dynamic alert thresholds based on predictive patterns rather than static values.
      </Card>

      <Card title="Role-Based Access Control (RBAC)" icon="ruler-combined">
        Configure granular access controls for different teams using Kibana Spaces.
      </Card>

      <Card title="CI/CD Pipeline Integration" icon="timeline">
        Embed ELK monitoring into the CI/CD pipeline for real-time build and deployment tracking.
      </Card>
    </CardGroup>
  </Tab>

  <Tab title="Quarter 2">
    <CardGroup cols={1}>
      <Card title="Trace and Metrics Correlation" icon="train-track">
        Integrate traces, logs, and metrics to provide a holistic view of system performance and troubleshooting.
      </Card>

      <Card title="User Session Correlation" icon="users">
        Analyze user session details alongside RUM data for deeper insights.
      </Card>

      <Card title="Log Sanitization" icon="hand-holding-droplet">
        Automatically sanitize logs to remove sensitive or unnecessary information before indexing.
      </Card>
    </CardGroup>
  </Tab>

  <Tab title="Quarter 3">
    <CardGroup cols={1}>
      <Card title="Synthetic Monitoring" icon="watchman-monitoring">
        Integrate traces, logs, and metrics to provide a holistic view of system performance and troubleshooting.
      </Card>

      <Card title="Predictive Analytics" icon="chart-mixed">
        Implement predictive insights for system capacity planning and performance trends.
      </Card>

      <Card title="Root Cause Analysis" icon="route">
        Leverage AI models to identify the root causes of incidents and suggest potential resolutions.
      </Card>
    </CardGroup>
  </Tab>

  <Tab title="Quarter 4">
    <CardGroup cols={1}>
      <Card title="Self-Healing Mechanisms" icon="heat">
        Automate remediation processes for recurring issues detected by ELK.
      </Card>

      <Card title="Anomaly Detection" icon="user-secret">
        Use ML-based models to automatically detect anomalies in logs and metrics.
      </Card>
    </CardGroup>
  </Tab>
</Tabs>