Sentinel Monitor

Online monitoring, data/concept drift, and alarms

Product category: Monitoring / Observability

Applicable platforms: Prom/Grafana, Webhook

Technical affiliation: Model Monitoring, Drift Detection

Programming language affiliation: Python, Go

Tags: #Monitoring #DriftDetection Product

Type: Monitoring / Observability

Sentinel continuously monitors input/feature/prediction distributions, performance, and latency, automatically detecting data/concept drifts and anomaly fluctuations, linking alarms and event work orders, and can trigger AutoLoop re-training or policy degradation. For time series, it has built-in seasonal/holiday drift determinations; for multimodal, modality missing/misalignment alarms; for decision services, violation out-of-bounds rate and risk threshold dashboards. It visualizes "what happened after go-live" as engineering evidence, ensuring long-term reliable operation and auditable management of models.

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included