Every January, the gym fills up .
By February, it empties.
Security AI implementation follows the same arc. Fast launches. Big promises. Then, analysts spend more time validating outputs than stopping threats. The misses come from skipping explainability, governance, and context inside SOC workflows.

Seth Goldhammer explains why most AI efforts stall after launch: https://graylog.org/post/why-ai-transformations-in-security-fail-like-new-years-gym-resolutions/
#SecurityAI #SOC #ExplainableAI #governance