R&D driven AI solution engineering factory

Off-the-shelf Components and Applications

Data Integration Pipeline

Key capabilities

  • Retrieve data from various types of source systems
  • Transfer data via various communication protocols
  • Transform data to be consumed by target services¬†
  • Ingestion of complicated analytics models
  • Ingestion of advanced algorithms
  • Remote sensors
  • Machine data
  • Enterprise applications
AI Model Evaluation Pipeline

Key capabilities

  • Automated evaluation workflows
  • Automated data flows
  • Configurable workflows
  • Dynamic model adjustments
Ensemble Classification Engine

Key capabilities

  • Multi-dimensional classification structure
  • Data-driven learning
  • Continuous learning accuracy improvement
  • Data-driven certification
  • Performance monitoring and reporting
Knowledge-based Search Engine

Key capabilities

  • Searching criteria optimisation
  • Real-time path optimisation
  • Self-adaptive knowledge graph
  • Dynamic relevance improvement
Machine Learning Event Detection Engine

Key capabilities

  • Real-time monitoring
  • Self-learning event recognition and classification
  • Dynamic performance improvement¬†
Mathematics Application Modules

We apply mathematical algorithms to enhance existing system or application capabilities in the following areas:

  • Prediction
  • Optimisation
  • Automation
  • Dynamic decision-making
  • Recommendation
  • Monitoring and detection
  • Discovery
  • Diagnose
More AI solutions are underway...