Charles Spinelli on the Workplace Risks of Shadow AI Use
Charles Spinelli on Managing the Risks of Unapproved AI Tools at Work Employees may turn to publicly available AI tools when they believe those systems can help them complete research, summarize documents, draft communications, or analyze information faster. These individual choices can gradually create shadow AI use across an organization without appearing in formal technology plans. Charles Spinelli recognizes that the challenge extends beyond whether a particular tool is approved. Organizations also need to understand what information employees share, how outputs enter workplace processes, and where unapproved AI activity may remain outside normal oversight. Shadow AI can emerge from practical needs rather than deliberate attempts to avoid policy. Employees may find approved tools too limited for a task or may not understand which services are permitted. Addressing the issue requires attention to both workplace behavior and the security concerns that follow. S...