Cybersecurity monitoring software or network tools used by corporate IT departments to identify unapproved, unvetted AI applications and web chatbots being used by employees.

Brandished by enterprise security vendors in pitch decks to create existential panic among corporate executives, scaring them into buying monitoring software.

• Fear-Based Selling: Using panic over employees pasting work notes into web browsers to sell expensive enterprise IT monitoring tools.
• Stealth Infiltrator Framing: Framing an employee using a free web chatbot as a dangerous shadow network threat.
• House-Cleaning Reality Check: Like looking under a couch for a lost shoe and calling the search "shadow clutter detection."

Margin Call (2010s): Risk analysts uncover unapproved, hidden valuation tools operating in shadow accounts across trading desks, exposing massive unmonitored risk.

Security software that identifies unapproved web apps and chatbots used by employees.

“Enterprise shadow AI detection eliminates unauthorized model usage across every endpoint.”

“Our IT team ran a network scan and found that three departments were pasting customer data into free chatbot websites.”