KPMG has withdrawn a report about AI usage after apparent hallucinations were identified in the material. The retraction turns a study about artificial intelligence adoption into a case study in the operational risks of using generative tools without enough source checking.

For consultancies and enterprises, the damage is not only factual correction but trust. AI-assisted research can speed production, but public-facing analysis still needs citation discipline, audit trails, and human review before it carries an institution’s name.