AI-assisted analysis means using a model to explore data or texts: spotting themes, categorizing feedback, suggesting hypotheses. The conclusions are leads to confirm, because the model can get figures wrong and generalize without evidence.
Example
Sort 200 customer comments into themes, then manually check a sample of the classifications.