Anomaly Watch Agent

Important metrics like sales, sign-ups or error rates can shift suddenly, and the monthly report is too slow to catch it. Each day this agent checks each watched metric against its normal range, allowing for weekly and seasonal patterns. It reads your calendar of promotions and launches so planned events are not flagged. When a value falls outside the range, it checks the data feed and related metrics to tell a real change from a data problem. For a real anomaly it breaks the metric down by segment, region or channel to find what drove it, and drafts a short alert with the likely explanation. If it cannot tell a real change from a glitch, it says so instead of raising a false alarm. You approve alerts sent to business owners.