SORBA.ai

SORBA.ai, is an Industrial Artificial Intelligence Platform. Empowering ALL Industrial Engineers To Solve Complex Problems by Building Simple AI Solutions. One unified data analytics automation platform, unlimited solutions. Data Management Features (DataOps): Our platform equips users with auto-ETL self-provisioning services that contain a combination of 60+ dataops tools- from legacy automation drivers, to future state cloud IoT connectors, connecting, collecting and visualizing your machine data has never been easier. DataOps practitioners also have access to mission-critical data/feature engineering features: - Real-time interactive .cython analytics scripting engine (.py code compiled in c++) - Workflow Orchestration (nodered: 3rd party OT/IT application integration) - Dashboard Designer (40+ Real-Time Data Visualization Panel Options) - Alarm Management System (Notifications, Alert Logic, Task Flow) - Production Data Analyzer (Auto OEE KPI Calculations) - Vibration & Electrical Data Analyzer (Auto PDM Analysis) Data Analytics Features (MLops): Our automated machine learning (Auto-ML) studio utilizes a patented 4-click wizard-based user interface that gives developers instant access to a suite of 6+ Auto-ML pipelines and 10+ off-the-shelf templated applications to quickly model your datasets for real-time closed-loop monitoring or control deployments: 1. Unsupervised Learning: Clustering (Anomaly Detection) & Regression (Single Predictions) 2. Supervised Learning: Classification (PDM) 3. AI Process Optimization & Control (APC) 4. Digital Twin (Multiple Predictions) 5. Reinforcement Learning 6. Time-series Forecasting