{ "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is shadow AI in simple terms?", "acceptedAnswer": { "@type": "Answer", "text": "Shadow AI is any AI tool, agent, or model employees use at work without IT or security approval, such as pasting company data into a personal ChatGPT account or connecting an unvetted AI agent to company systems." } }, { "@type": "Question", "name": "How common is shadow AI?", "acceptedAnswer": { "@type": "Answer", "text": "Roughly 71% of workers report using unapproved AI tools, and most enterprises discover far more AI in use than expected once they begin scanning for it." } }, { "@type": "Question", "name": "Can shadow AI be detected without installing agents on devices?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Agentless detection correlates existing browser, network, endpoint, and cloud telemetry, so no new software needs to be deployed to end-user devices." } }, { "@type": "Question", "name": "What are shadow AI detection tools?", "acceptedAnswer": { "@type": "Answer", "text": "Shadow AI detection tools are platforms that continuously discover AI applications, agents, models, and MCP servers across an organization, map their data access, and score their risk. AIBound is an example built specifically for this, producing a full AI inventory within 24 hours." } }, { "@type": "Question", "name": "Is shadow AI ever acceptable?", "acceptedAnswer": { "@type": "Answer", "text": "The tools themselves are often fine; the lack of visibility is the problem. Once discovered and risk-assessed, many shadow AI tools can be formally sanctioned, while high-risk ones are restricted or blocked." } } ] }