What is Brain?
Brain is the advanced AI module that provides sophisticated data processing capabilities. It goes beyond simple Q&A to offer automated data pipelines, intelligent data classification, and machine learning-powered insights.
Key Features
Intelligent Data Classification
- Auto-tagging - Automatically categorize and tag data
- Sentiment Analysis - Analyze text data for sentiment
- Entity Extraction - Identify people, places, and organizations
- PII Detection - Find personally identifiable information
Data Quality AI
- Anomaly Detection - Identify unusual patterns automatically
- Data Validation - AI-powered data quality rules
- Duplicate Detection - Find similar or duplicate records
- Missing Value Prediction - Suggest values for missing data
Predictive Analytics
- Trend Forecasting - Predict future values based on historical data
- Clustering - Group similar records automatically
- Correlation Analysis - Discover relationships between variables
- What-if Scenarios - Model different business scenarios
Use Cases
Customer Segmentation
Automatically group customers based on behavior patterns and demographics.
Fraud Detection
Identify suspicious transactions using anomaly detection algorithms.
Demand Forecasting
Predict future demand based on historical sales and market trends.
Document Processing
Extract structured data from unstructured documents automatically.
Getting Started
- Navigate to AI Lab → Brain
- Select a dataset or table to analyze
- Choose an AI capability (classification, prediction, etc.)
- Configure the analysis parameters
- Run the analysis and review results
- Save or export insights
Advanced Feature
Brain features are designed for advanced data analysis. For simple queries and data exploration, use AI which provides faster responses for common tasks.