Data Enhancement & Collection
AI agents enhancing data quality, validation, and predictive capabilities
Market Data Enhancement
| Agent | Description | Status | Last Run | Performance | Actions |
|---|---|---|---|---|---|
| Sentiment Analyzer | Real-time sentiment analysis from news, social media, earnings calls | Active | 2 min ago | 98.2% | |
| Alternative Data Collector | Satellite imagery, credit card transactions, weather data correlation | Paused | 1 hour ago | 87.5% | |
| Earnings Predictor | Financial statement analysis and earnings forecasting | Active | 15 min ago | 94.7% | |
| Market Microstructure Analyzer | Order flow analysis, dark pool detection, institutional movement | Active | 5 min ago | 92.1% | |
| Cross-Asset Correlation Discovery | Finding hidden relationships between different asset classes | Learning | 1 hour ago | 78.3% |
Data Quality & Validation
| Agent | Description | Status | Last Run | Issues Found | Actions |
|---|---|---|---|---|---|
| Anomaly Detector | Identifying data errors, market manipulation, system issues | Active | 5 min ago | 3 issues | |
| Data Completeness Agent | Automatically filling missing data points using ML models | Active | 10 min ago | 0 issues |