Successfully Mitigating AI Management Risks to Scale AI Globally
inforesearchPeer-Reviewed
research
Source: AIS eLibrary (Journal of AIS, CAIS, etc.)September 30, 2025
Summary
Many companies find it difficult to scale AI systems (machine learning models that learn patterns from data) globally because these systems make existing technology management problems worse and introduce new challenges. Based on a study of how industrial company Siemens AG handles this, the source identifies five critical risks in managing AI technology and offers recommendations for successfully deploying AI systems across an entire organization.
Classification
Attack SophisticationModerate
Affected Vendors
Original source: https://aisel.aisnet.org/misqe/vol24/iss3/3
First tracked: February 21, 2026 at 03:00 AM
Classified by LLM (prompt v3) · confidence: 85%