ML · DL

Machine Learning · Deep Learning Solutions

ML · DL

Machine Learning · Deep Learning Solutions

GenON delivers practical machine learning and deep learning implementations
addressing real-world industrial challenges:
Process automation, vision-based quality control, and anomaly detection.

GenON delivers practical machine learning and deep learning implementations addressing real-world industrial challenges: Process automation, vision-based quality control, and anomaly detection.

Our MLOps platform manages the complete model lifecycle
— from training and validation to deployment and monitoring —
ensuring stable production performance.

ML Ops

Vision Inspection

AI FDS

Predictive Analytics

ML Ops

GenON provides an MLOps platform with commercial AI models, enabling enterprises to manage the full machine learning lifecycle including training, evaluation, monitoring,
and API deployment.
— Within a single, unified platform.

Manage and monitor models throughout development, training, and evaluation.

Develop services in a container-based environment, including trained models.

Deploy and test services in a dedicated test environment.

Operate models with automated container deployment, quality assurance, and real-time monitoring.

Vision
Inspection

Supports full process automation, covering data collection, reporting, and product inspection, with proven results across industries.

Enterprise Vision AI models adaptable to diverse inspection and manufacturing environments.

Mobile device support for portable visual inspection.

Automated quality inspection with real-time anomaly detection.

End-to-end workflow from data collection through inspection monitoring to reporting.

AI FDS

GenON’s AI fraud detection system (FDS) enhances fraud detection by targeting unseen anomalies and applying dual-search techniques to cover all transaction patterns.

Successfully deployed the nation’s first AI-powered FDS system at an investment banking firm.

Detects hidden anomalies beyond traditional
rule-based systems.

Identifies previously unknown fraud cases
for targeted monitoring.

Discovers and incorporates new fraud patterns
into the system.

Predictive Analytics

Time series forecasting platform proven in production applications spanning automotive demand prediction for Korean steel producers, commodity price forecasting for power generation, and carbon credit pricing for securities firms.

Built on Fusion Network models, the platform handles diverse time series patterns and offers accurate predictions with clear explanations of key driver impact.