AnomaliQ

AnomaliQ is a web app (with optional lightweight desktop agent) for operations teams who drown in metrics but still miss early warning signs. It connects to common time-series sources (Prometheus, InfluxDB, CloudWatch) and lets users define “business-impact monitors” that combine multiple signals (latency, error rate, queue depth, cost) into one risk score. It uses AI-assisted baselining to learn normal patterns by hour/day/seasonality, then flags deviations with clear explanations: what changed, when it started, and which upstream metric likely drove it. The product is intentionally narrow: anomaly detection and triage, not a full observability suite. Alerts route to Slack/PagerDuty with a short “why this is weird” summary and a link to a focused timeline view. Expect pushback: incumbents exist, and accuracy must be good to earn trust.