The main risk is value capture, not demand. AI should increase the need for
workflow automation and governance, but shareholder upside depends on ServiceNow proving that verified actions, AI governance, and security cross-sell monetize faster than seat pressure, bundle pressure, and acquisition-related margin drag. The next hard tests are paid production deployment, renewal quality, and disciplined integration of
Armis,
Veza, and
Moveworks.