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DIME, the Industrial DataOps Platform

DIME DataOps
Data Connection Layer

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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

80k Messages/sec     |    10ms Latency     |     99.99% Uptime

System Integration and Configuration

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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

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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

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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

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Large Language Model (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

Automatic Insights    |     Anomaly Explanation    |     Predictive Suggestions    |     Natural Language Explanation Q&A

HTM Anomaly Detection Engine

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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     |    Always Learning     |    Explainable insights into Detections    |     Low Compute Requirements

WHY CHOSE DIME

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Complete Solution

Everything from data collection to insights in one platform

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AI-Native

Built with AI at the core, not bolted on

deployment
Rapid Deployment

Hours to value, not months of integration

Future Proof-1
Future-Proof

Continuously learning and adapting platform

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