A municipal bulk-water station has not picked a lasting use case yet; testers are taking a short GenAI class and trying a sandbox model on a dummy story. Which adoption phase is this?
Select an answer to reveal the explanation.
Short Explanation
When the lasting use case is still foggy and people are learning plus sandboxing on dummy stories, that is discovery. Training, access, and early experiments build confidence before deeper commitment. It is not full utilization and not shadow AI.
Full Explanation
Discovery is the first adoption phase: providing training, giving access to LLMs/SLMs, and experimenting with initial use cases to build confidence. A municipal bulk-water station that has not picked a lasting use case yet, where testers take a short GenAI class and try a sandbox model on a dummy story, matches that awareness-and-experiment pattern. Utilization and iteration describes full integration with continuous monitoring later, not first sandbox trials. Initiation and usage definition emphasizes identifying and prioritizing practical lasting use cases and infrastructure fit, which this shop has not done yet. Shadow AI is unapproved personal-tool use, not an official phase name and not mandatory before approved access. Exam caveat: match the phase to training-plus-early-experiment behavior; do not skip ahead to utilization labels. Operational check: if the bulk-water team is still in class and sandboxing dummy stories without ranked lasting use cases, record the phase as discovery. Keep civic testware subject to the same review discipline you would apply to human-authored packs. On the written exam, prefer syllabus terminology over vendor marketing language or lab choreography.