Documentation
Analytics & Reports
Data Intelligence & Reporting Platform
Analytics EngineRoute: /analytics
Overview
The Analytics & Reports module provides comprehensive data analysis, real-time insights, and automated report generation for data-driven decision making in care facility operations. It features AI-powered predictive analytics, real-time data processing, and blockchain-secured audit trails for compliance.
Key Features
Live Analytics Dashboard
Real-time KPI monitoring and interactive data visualization
- Fall Rate Metrics with trend analysis
- False Alarm Rate tracking
- Time-to-Acknowledgment (TTA) monitoring
- System Performance metrics
- Incident Trend Charts
- Response Time Distribution analysis
Advanced Report Generator
Pre-built templates and custom report builder
- Daily Operations Report
- Weekly Performance Report
- Monthly Compliance Report
- Quarterly Analytics Report
- Custom Report Builder
- Automated scheduling and distribution
Predictive Analytics
AI-powered insights and early warning systems
- Risk assessment analytics
- Incident Forecasting
- Resource Optimization recommendations
- Intelligent alerting
- Risk Escalation Alerts
- Predictive Maintenance scheduling
Real-Time Data Processing
Live data streaming and multi-source integration
- Real-time updates without refresh
- Event-driven analytics
- Dynamic self-updating dashboards
- Multi-source data aggregation
- Time-series analysis
- Automated data quality validation
Comprehensive Data Analysis
Incident Analytics
- Incident Pattern Analysis
- Risk Factor Correlation
- Prevention Effectiveness measurement
- Cost Impact Analysis
Performance Analytics
- Staff Performance Metrics
- Device Performance Analysis
- System Utilization tracking
- Operational Efficiency measurement
Predictive Models
- Intelligent risk assessment
- Incident prevention forecasting
- AI-driven resource allocation
- Future trend prediction
Staff Authentication Integration
Protected Operations
- Report Generation - Staff authentication required
- Data Export - Authenticated with audit trails
- Custom Analytics - Staff-verified analysis
- Compliance Reports - Secure regulatory documentation
Report Management
- Complete report archive with version control
- Role-based access to historical reports
- Automated distribution and email integration
- Secure sharing with external stakeholders
Technical Implementation
Data Management
- ClickHouse Integration for high-performance analytics
- Real-time stream processing
- Centralized data warehouse
- Automated ETL pipelines
Visualization Framework
- Interactive charts with real-time updates
- Responsive mobile-optimized rendering
- Export capabilities (PNG, SVG, PDF)
- Modular configurable dashboards
Report Generation
- Dynamic templates with variable content
- Multi-format output (PDF, Excel, CSV)
- Background processing for large data volumes
- Queue management with priority handling
Integration Points
MCP Analytics Services
- • Advanced Analytics - AI-powered insights
- • Predictive Analytics - Intelligent forecasting
- • Pattern Recognition - Automated detection
- • Anomaly Detection - Statistical alerting
External Systems
- • Business Intelligence - Tableau, Power BI
- • Data Warehouses - External connections
- • Compliance Systems - Regulatory reporting
- • Financial Systems - Billing integration
Security & Compliance
Data EncryptionEnd-to-End
Access ControlRole-Based
HIPAA ComplianceCertified
GDPR ComplianceCertified
Marketing Highlights
- • Transform facility data into actionable intelligence
- • AI-powered prediction and prevention capabilities
- • Live analytics and immediate insight delivery
- • Streamlined compliance and operational reporting
- • Data-driven operational efficiency improvements
- • Predictive risk assessment and early warnings
- • Enterprise-grade analytics for any facility size