What does unplanned adoption refer to in AI?

• A. The adoption of AI solutions with little oversight, often included in existing products.
• B. The formal procurement process for AI.
• C. A planned pilot program with executive sponsorship.
• D. A complete replacement of existing systems.

Answer: (A)

Unplanned adoption refers to the informal uptake of AI capabilities that occurs without formal governance or oversight. It happens when AI features are embedded into existing products or tools and users start using them without a structured procurement, risk review, or approval process. This kind of adoption often introduces risks related to privacy, security, bias, and regulatory compliance because the decision to use the AI feature wasn’t formally evaluated or governed. The correct choice captures this idea by describing adoption with little oversight that shows up inside existing products. The other scenarios describe more intentional or formal efforts—formal procurement, planned pilots with sponsorship, or complete system replacements—which involve explicit planning and governance rather than unplanned, informal use.