Use case · Early detection
The anomaly was there. 2–3 hours before the window closed.
Water chemistry data from a land-based salmon producer. The deviation pattern appeared 2–3 hours before any operational impact. No threshold was breached. No alarm fired. The existing system never saw it. Eyer did, by reading the fingerprint rather than watching a threshold.
How Eyer achieves early detection
Three dynamic baselines per metric. No manual thresholds.
Static thresholds fire when a value exceeds a fixed limit, which is always after failure has begun. Eyer compares each signal to its own learned baselines, dynamically adapted to current operating conditions. The deviation appears as soon as behaviour shifts from normal, hours before any static alarm would fire.