Data Collection Layer
Universal Industrial Connectivity
40+ Native Protocol Connectors
- OPC-UA/DA for automation systems
- Modbus TCP/RTU for PLCs and sensors
- Ethernet/IP for Allen-Bradley equipment
- MTConnect for CNC machines
- MQTT/SparkplugB for IIoT devices
Real-time Streaming Architecture
- Millisecond latency processing
- Lossless data capture
- Configurable polling rates
AI-Generated Configurations
- Natural language to YAML conversion
- Auto-detection of devices
- Smart parameter optimization
System Integration & Transformation
Enterprise-Grade Data Processing
Intelligent Data Routing
- Rule-based message filtering
- Content-based routing
- Load balancing & failover
Advanced Modeling and Transformation
- Lua & Python scripting
- Template-based formatting
- Real-time calculations
- Cross-source correlation
Enterprise System Connectivity
- SQL/NoSQL databases
- ERP/MES integration
- Cloud platform support
✓ Protocol Bridge
✓ Data Normalization
✓ Edge Computing
✓ Store & Forward
Operational Monitoring
Wireshark-like Industrial Data Visibility
Real-time Data Flow Monitoring
- View every packet flowing through DIME
- Industrial protocol decode and analysis
- Message rate and throughput visualization
- Real-time filtering and search
Advanced Analytics & Trending
- Interactive trend analysis for any data point
- Heatmap visualization for pattern detection
- Data trapping for detailed analysis
- Historical playback and comparison
System Performance Monitoring
- Connector health and status tracking
- Message queue depth visualization
- Latency and throughput metrics
- Resource utilization monitoring
Digital Twin Builder
AI-Powered Solution Generation
Natural Language Processing
- Describe requirements in plain English
- AI understands industrial context
- Generates complete solutions
Industry-Specific Templates
- Automotive production lines
- Aerospace assembly tracking
- Process industry monitoring
- Discrete manufacturing
Complete Implementation Package
- YAML configurations
- Dashboard layouts
- Data transformation scripts
- Documentation & guides
OEE Monitoring
Predictive Maintenance
Quality Control
Energy Optimization
Analytics Workbench
LLM-Enhanced Industrial Analytics
Integrated Language Models
- Ask questions in plain English
- Context-aware responses
- Industrial domain expertise
Advanced Visualization
- Real-time dashboards
- Historical trend analysis
- Multi-dimensional charts
- Custom report builder
Intelligent Automation
- Automated report generation
- Scheduled analysis tasks
- Alert correlation & grouping
- Predictive recommendations
✓ Auto Insights
✓ Anomaly Explanation
✓ Predictive Suggestions
✓ Natural Language Q&A
HTM Anomaly Detection Engine
Neuromorphic Continuous Learning
Hierarchical Temporal Memory
- Brain-inspired architecture
- Sparse distributed representations
- Temporal sequence learning
Self-Adapting Intelligence
- Learns normal patterns automatically
- Detects subtle anomalies
- Adapts to process changes
- No model maintenance required
Real-time Pattern Recognition
- Equipment behavior analysis
- Production anomaly detection
- Quality deviation alerts
- Energy usage optimization
No Retraining
Continuous learning without model updates
Always Learning
Adapts to your changing operations
Explainable
Clear insights into detections
Energy Efficient
Low compute requirements