threat hunting<\/a>, and security engineering functions\u00a0operating\u00a0across regions.\u00a0<\/li>\n<\/ul>\n\n\n\nCore Challenges: Volume, Ambiguity, and Escalation Friction <\/h2>\n\n\n\n
When we spoke with the security engineer, we expected the usual story, missing visibility, gaps in tooling, not enough telemetry. But the discussion quickly showed the real problem was somewhere else. <\/p>\n\n\n\n
The issue\u00a0wasn\u2019t\u00a0seeing\u00a0what was happening. The team already had plenty of signals coming in every day: authentication events, API activity, admin actions, and a constant flow of partner and integration traffic. The issue was that\u00a0most of it was legitimate, which made the dangerous moments harder to prove early.\u00a0<\/p>\n\n\n\n
\nOn the surface, nothing looked wrong. But unclear alerts were consuming\u00a0more and more\u00a0of our time. We were drowning in uncertainty. For a company serving global customers, that level of ambiguity\u00a0wasn\u2019t\u00a0acceptable.<\/em><\/p>\n<\/blockquote>\n\n\n\nDuring our discussion, it became clear that the pressure point was volume + ambiguity.<\/strong> <\/p>\n\n\n\n\n\n