Detect Early, Act Smart
During the manufacturing process, a variety of anomalies such as malfunctions of equipment or defects in parts of an assembled product may occur. It is imperative to detect such anomalies early on, and act quickly in order to minimize the unexpected downtime in manufacturing or power generation, or to assure product quality. Our ML-based anomaly detection (suite) has the capacity to identify various anomalies and aid in scoping out the root causes.
How it works
a ML-based novelty detection model specific to an application (e.g., robot arm)
the model that evolves with data
to expand the number of assets and systems via cloud