AlphaX
  • WORKSPACE
    • Data Table List View
      • AI View
    • Map
  • Analysis
    • Overview
    • Anomalies
      • Batch Detection
      • Change Point Detection
      • Streaming Detection
      • User interface
        • Anomaly List View
        • Anomaly Edit View
        • Anomaly Chart View
        • Anomaly Share View
      • Analysis List View
    • TOOLBOX
      • Analysis
        • Charts
          • Charts View
          • Drawings View
          • Data View
        • Table
        • Anomaly
      • Reports
        • Reports List View
          • Create a New Report
        • Reports Manage View
      • Device
        • Devices List View
          • Create New Device Registration
        • Devices Manage View
      • API Endpoints
        • API Endpoints List View
          • Create a New Feed
        • API Endpoints Manage View
      • Integrations
        • Integrations List View
          • App
        • Integrations Manage View
      • Dashboards
        • Dashboards List View
          • Create a New Dashboard
        • Dashboards Manage View
      • Alerts
        • Events Hub List View
        • Events Hub Manage View
        • Event Data Format
        • Event Acknowledgement
      • Calculations
        • Calculations List View
          • Create a New Calculation
        • Calculations Manage View
      • Controls
        • Controls List View
          • Create a New Control Element
        • Controls Manage View
  • Data Hub
    • API Queries
      • API Queries List View
      • API Queries Modal View
      • Testing API Queries
      • Common Issues & Troubleshooting
    • ADMINISTRATION
      • People
        • Users
          • Users List View
            • Create a New User Account
          • Users Manage View
        • Roles
          • Roles List View
            • Create a New Access Role
          • Roles Manage View
        • Contacts
          • Contacts List View
            • Create New Contact
          • Contacts Manage View
      • Configuration
        • Asset Hierarchy
          • Asset Hierarchy List View
            • Create New Entity
          • Asset Hierarchy Manage View
        • Attributes
          • Asset Classes
            • Asset Classes List View
              • Create New Asset Class
            • Asset Classes Manage View
          • Battery Types
            • Battery Types List View
              • Create New Battery Type
            • Battery Types Manage View
          • Device Categories
            • Device Categories List View
              • Create New Device Category
            • Device Categories Manage View
          • Feed Types
            • Feed Types List View
              • Create a New Feed Type
            • Feed Types Manage View
          • Manufactures
            • Manufacturers List View
              • Create a New Manufacture
            • Manufactures Manage View
          • Models
            • Models List View
              • Create a New Model
            • Models Manage View
          • Network Types
            • Network Types List View
              • Create New Network Type
            • Network Types Manage View
          • Power Sources
            • Power Sources List View
              • Create A New Power Source
            • Power Sources Manage View
          • Sensor Types
            • Sensor Types List View
              • Create New Sensor Type
            • Sensor Types Manage View
          • Status Labels
            • Status Labels List View
              • Create New Status Label
            • Status Labels Manage View
          • Suppliers
            • Suppliers List View
              • Create New Supplier
            • Suppliers Manage View
      • System Logs
        • System Logs List View
        • Email Message Log
        • SMS Message Log
        • API Transaction Log
        • Create a New Service Log Report
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On this page
  • Key Features of the AI View
  • AlphaX Intelligence - Explain It Panel Options Table
  • Key Features of the AI View
  • Graph Features
  • Insights Examples
  • Conclusion
  1. WORKSPACE
  2. Data Table List View

AI View

The AI View delivers data insights, trends, and tailored recommendations with interactive graphs, optimizing decisions for diverse audiences.

PreviousData Table List ViewNextMap

Last updated 4 months ago

The AI View in AlphaX Intelligence provides interactive graphs, actionable insights, and tailored recommendations based on device data. It highlights trends, operational challenges, and opportunities while offering export options like PDF and email. With features like channel specific analysis and customizable explanations for various audiences, it empowers users to optimize performance and make informed decisions.

Key Features of the AI View

AlphaX Intelligence - Explain It Panel Options Table

Option
Description
Target Audience

Explain It to a Community

Provides a simple, relatable explanation of the data in layman’s terms, focusing on its meaning and importance.

Non-technical audiences, such as the general public.

Explain It to a Data Scientist

Delivers a technical analysis, including statistical trends and algorithmic insights, emphasizing model accuracy and performance.

Data scientists and technical analysts.

Explain It to an Engineer

Offers a detailed explanation of system operations, sensor performance, and potential mechanical implications.

Engineers managing hardware or system reliability.

Explain It to an Executive

Summarizes high-level insights and operational impacts, focusing on strategic decision-making and business outcomes.

Executives and business leaders.

Explain It to a Planner

Focuses on predictive trends and actionable steps, helping with resource management and future system planning.

Planners and operational strategists.

Key Features of the AI View

Feature
Description
Additional Information

Device Information

Displays the selected device's name and location under Device Information.

Example: "SQQ-CAM29 CQQQIIIII."

Channel Description

Specifies the data channel being analysed, such as "Line 1 Vehicles."

Provides clarity on which aspect of the device's data is being studied.

Graphical Visualization

Includes an interactive graph visualizing data trends over a specific period.

Users can navigate between data points or sensors using the forward and backward arrows.

Insights and Recommendations

A detailed, text-based analysis is provided below the graph, highlighting key trends, operational challenges, and opportunities.

- Identifies patterns such as peak activity times and underutilized periods.

- Offers actionable suggestions, such as optimizing schedules or reallocating resources.

Export Options

Includes two export options at the bottom.

- Export to PDF: Generates a PDF report of the AI analysis for offline use.

- Export to Mail: Allows users to email the report directly.

Graph Features

  • Interactive Display: The graph shows the performance of specific data points over time, with options to navigate between multiple data sets or sensors.

  • Sensor Indication: Each data point is labelled with its sensor ID, ensuring precise monitoring.

  • Timeframe: The graph provides timestamps to correlate trends with operational activities.

Insights Examples

  1. Operational Trends: Identifies peak activity times (e.g., 09:00–11:00 and 13:00–15:00) to optimize schedules and enhance service reliability.

  2. Underutilized Periods: Highlights periods of low or no activity (e.g., 04:00–05:50), prompting considerations for resource reallocation.

  3. Sustainability Recommendations: Advocates aligning service frequency with demand to minimize operational costs and reduce environmental impact.

Conclusion

The AI View is a powerful tool for deriving actionable insights from device data. By combining visual trends with detailed analysis and offering export capabilities, it empowers users to make informed decisions, improve efficiency, and optimize resource allocation.

AI View