Explain what you know. Show how you think.

The AI portfolio nobody can fully describe

A multinational retailer is preparing a board review before deploying an AI hiring tool in three countries. The model is supplied by a vendor and adapted using historical applicant data. The AI register lists only the customer-service chatbot; HR says the hiring tool is a procurement matter. The impact assessment is a draft, the model-change log is held by the vendor, and the business owner says a delay would jeopardize a major recruitment cycle. You are the lead auditor with two weeks to complete the audit.