In litigation, the issue is whether the expert can explain the analysis, the data, and the judgment that produced the opinion. AI can accelerate parts of that process, but it does not remove the expert’s responsibility for the conclusion. Therefore, the question addressed in this article is where AI can assist without taking ownership away from the expert. A valuation expert can arrive at the stand with years of experience, a detailed model, and a carefully prepared report. However, the expert may stumble when asked to explain an input that came from an AI tool and cannot explain why that…