From data collection to predictive decisions, AIUPS accelerates your journey to AI-driven manufacturing.
Are These Challenges Holding Back Your Production?
Limited visibility into equipment and process data
Quality issues that are hard to predict and control
High AI adoption barriers and talent gaps
Disconnected production data across systems
AIUPS
Enables fast, low-barrier predictive analytics—helping manufacturers identify
critical factors, anticipate issues, and move toward zero-defect production.
From AI Models to Real Production Decisions
End-to-End AutoML, from Data to Prediction
A visual, no-code AutoML workflow that integrates data ingestion, feature engineering, and model training—no programming required.
- AutoML for rapid predictive model creation
- Real-time data streams with continuous model updates
- Visual monitoring of model performance and predictions
Easier Data Integration. Faster Decisions
AIUPS connects PLC, MES, ERP, and sensor data—turning fragmented sources into a unified decision-ready foundation.
- Automated feature extraction and standardization
- Visual analytics and report generation
- Key factor analysis and anomaly prediction
數據通 AIUPS
Three Proven Gains for Scalable Production Performance
AIUPS
Typical Use Cases
Process Parameter Prediction & Quality Optimization
AI models identify key process drivers to stabilize yield and reduce variation.
Equipment Anomaly Detection & Predictive Maintenance
AI-powered PdM detects equipment issues early to prevent unplanned downtime.
Energy & Material Optimization
Analyze historical consumption data to determine optimal process settings.
Intelligent Decision Analytics
Generate production and management insights for faster, informed responses.
AIUPS
Core Features
AutoML Modeling
Build predictive models with low-code workflows for data prep, feature extraction, and training.
Real-Time Predictive Analytics
Monitor live production data and automatically detect anomalies and deviations.
Visual Dashboards
Track production, quality, and predictions through multi-dimensional visual insights.
Intelligent Alerting
AI-driven alerts proactively notify potential risks before issues escalate.
AIUPS
Proven Results
Precision Electroplating for Precious Metal Connectors
- Established energy data baselines for plating equipment
- Stabilized plating thickness near spec limits
- Reduced precious metal usage and production cost
AI Chilled Water Optimization (Smart Chiller)
- Annual energy savings of approx. NT$3.2M (8,000 hrs/year)
- Variable-speed pump optimization reduced power use by ~50%
Multi-Factor Big Data Simulation for Raw Material Futures
- Forecast error reduced from >10% to ±1.5%
- Enabled advance procurement planning and cash flow optimization
- Positioned clients as industry benchmarks
Green Zone Visualization Solution
- Faster process tuning via dynamic parameter calculation
- Real-time monitoring improves yield and quality stability
- Virtual simulation minimizes trial risk and resource waste
Why Choose Foresight Technology – AIUPS?
AutoML for Everyone
Build high-accuracy AI models through a visual interface—no coding required.
Unified Data Hub for Smarter Decisions
Connect PLC, MES, ERP, and sensor data to centralize analysis and visualization.
Real-Time Prediction & Alerts
Continuously updated models detect anomalies early and reduce unplanned downtime.
Production-Ready AI
Supports on-prem deployment and shop-floor integration, ensuring AI works in real production environments.