Why “more alerts” isn’t the same as better security If you run security in an enterprise environment, you already know the problem. Generic detection tools generate thousands of alerts, most of them low value. Analysts spend hours chasing noise while attackers quietly move laterally using valid credentials and trusted tools. AI‑driven threat detection promises to fix this, but not every “AI‑powered” platform actually delivers at enterprise scale. Real cyber resilience depends on something much simpler and harder to get right: detecting threats faster, containing them sooner, and reducing the operational impact when something slips through. Here are three practical ways AI threat detection he...