Signatures can't keep up
Legacy gateways block what they've seen before. Today's phishing — BEC, quishing, AI-written lures — is novel by design, so signature matching misses it.
What AI adds
Behavioral models read intent and context: tone, relationship history, and anomalies that indicate impersonation, even with no known-bad indicator. That's how modern attacks get caught.