Flow state:
AI-driven cyber demand flows into subscription ARR and then guidance raises AI attack surface grows agents · machine IDs · sprawl Enterprise security budget resilient → concentrates pressure identity security SAIL identity gov for AI agents non-human IDs cyber resilience RBRK cyber-resilient backup AI guardrails AI governance emerging spend data security aligned spend subscription bookings new bookings convert net-new ARR contribution margin guidance raise beat-and-raise loop breaks budget digested · macro discounting erodes margin raised guidance feeds back