Real-Time Data & AI Platform for Industries and Beyond
TSLoom is a high-performance data processing and MLOps platform designed to enable real-time analytics and machine learning on streaming data. By leveraging distributed control, containerization, and automated workflows, TSLoom simplifies the deployment, management, and integration of ML models—empowering industries and innovators to transform raw data into actionable insights.
What is MLOps?
MLOps (Machine Learning Operations) combines machine learning, data engineering, and IT operations to automate and optimize the entire ML lifecycle—from data collection and model training to deployment and continuous monitoring. It accelerates model development, ensures operational reliability, and enables scalable, seamless deployment in both industrial and general applications.
TSLoom provides comprehensive end-to-end MLOps capabilities, making it easier to operationalize and scale ML solutions—whether for factories, smart cities, or custom applications.
Learn more about MLOps on Wikipedia
What You Can Do with TSLoom
With TSLoom, users can:
📊 Data Pipeline Construction
- Real-time data collection from industrial PLCs, IoT devices, databases, and enterprise systems
- Fast and seamless data transfer from source to sink
- Automated data processing for instant analysis and decision-making
- Workflow design and automation using a visual programming interface
- Data loading to databases
- Data visualization with interactive dashboards
🤖 ML-Based Data Analysis
- Rule-based modeling for simple or specialized cases
- Pre-built ML models for prediction, classification, and anomaly detection
- Custom ML model development tailored to unique business needs
⚙️ Model & Workflow Management
- ML model training and testing
- Workflow deployment and lifecycle management
- Real-time workflow monitoring and execution
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🔑 Key Features
🔌 Extensive Device & System Connectivity
- Field Bus: EtherCAT, OPC-UA, Mitsubishi CC-Link IE, ProfiNet, etc.
- CNC Controllers: Fanuc, Siemens
- Data Acquisition (DAQ): Adlink, NI, Advantech
- Protocol Support: MQTT, TCP/IP
- Database Compatibility: PostgreSQL, MySQL, Oracle, MongoDB, Redis, etc.
- Custom Solutions: 📩 contact us
⚡ High-Performance Real-Time & ML Platform
- Proprietary real-time data processing (collection, preparation, analysis, monitoring)
- Ultra-low latency data transfer
- Real-time ML model deployment and lifecycle management
📈 Advanced Real-Time Visualization
- Drag-and-drop dashboard configuration
- Ultra-fast real-time charting
- High-speed database search and visualization
🛠️ User-Friendly ML Integration
- No-code/low-code visual workflow composition
- Real-time monitoring and diagnostics of workflow nodes
- Support for both pre-built and custom ML models
☁️ Seamless Scalability & Integration
- Scalable on-premise and cloud infrastructure
- Effortless cloud migration and expansion
- Native integration with MES, ERP, and enterprise systems
🛒 Marketplace
- One-click installation of nodes and workflows
- (Additional features in development)