Configuring automated insights

Automated insights are one of the core features of Inmydata, designed to help businesses and analysts extract key trends and patterns from their data without manual effort. The platform continuously scans and analyzes datasets to identify important shifts, anomalies, and correlations, providing users with real-time, actionable intelligence.

How Automated Insights Work

1. Continuous Data Monitoring

   • Inmydata constantly monitors data sources to detect changes, trends, and anomalies as they occur.
   • This ensures that organizations stay informed about critical developments without needing to manually sift through large datasets.

2. AI-Driven Trend Detection

   • The system identifies hidden patterns, trends, and correlations using machine learning and statistical analysis.
   • It highlights patterns that may not be immediately obvious to human analysts, providing early warnings of potential risks or opportunities.

3. Anomaly Detection

   • Automated alerts notify users when unexpected deviations occur in key metrics, such as a sudden drop in sales, a spike in customer complaints, or an unusual increase in website traffic.
   • Users can investigate the root causes of these anomalies quickly and take corrective action.

4. Smart Recommendations

   • Based on detected trends and patterns, Inmydata provides AI-powered recommendations to help businesses optimize their strategies.
   • For example, if the system detects a decline in customer retention, it might suggest targeted marketing campaigns or changes in pricing strategies.

5. Personalized Insights for Users

   • Each user receives tailored insights based on their role, industry, and previous interactions with the platform.
   • This helps decision-makers focus on the most relevant information without getting overwhelmed by excessive data.

6. Automated Forecasting

   • The platform not only analyzes historical data but also uses predictive modeling to generate future forecasts.
   • Businesses can use these automated predictions to plan budgets, optimize inventory, and improve demand forecasting.

Benefits of Automated Insights

✅ Saves Time: Reduces the need for manual data analysis, allowing teams to focus on decision-making.
✅ Proactive Decision-Making: Provides early warnings of potential problems, enabling businesses to act before issues escalate.
✅ Data-Driven Strategy: Ensures that decisions are based on real-time data rather than intuition.
✅ Customizable Alerts: Users can configure alerts to receive insights on the metrics that matter most to them.

How To Configure Insights

1. Access Settings: Click on the Cog Icon to open the Settings menu.
    
2. Edit Subjects: Select "Edit Subjects" to navigate to the Subject selection screen.
   
   
   
3. Subject Selection: Select the subject to be edited , from the subject list 
   
4. Select Insights: from the Page Options:
5. 
   • Do not generate insights for this subject.
     is the default.
     
     
   • Use AI to decide which insights to generate
     inmydata automatically scans your data for insights, picking out and highlighting facts relevant to you.
     
     
   • Use the following settings to decide which insights to generate
     
     The first step is to select one or more Date dimensions to use to build the insights. The add button shows all available dimensions.
     Next, select the calendar periods to be used to compare values.and choose the comparisons to be shown.Finally, add all the dimensions that are to have insights generated for, and the metrics to be displayed.it is possible to select "Use the same set of metrics or every dimension" if you do not want to set different metrics for each dimension.
     
     Select Ok to save the insight settings to the subject.