Waveguardclient

Waveguardclient is an API-based general-purpose anomaly detection tool that leverages GPU-accelerated wave physics, rather than traditional machine learning, to identify outliers and anomalies in a wide range of data types, including server metrics, financial transactions, sensor data, logs, and time series. It is fully stateless, requires no training pipelines or model management, and can be integrated via a simple API call, making it especially useful for organizations or engineers needing fast, easy anomaly detection without ML expertise. The API returns anomaly scores, confidence levels, and explanations of feature deviations, with competitive performance compared to ML models.