Choosing an AI consulting firm is one of the most consequential decisions a leadership team makes when beginning an enterprise AI program. The right partner provides independent guidance, a structured methodology, and clear deliverables. The wrong one introduces vendor bias, vague frameworks, and recommendations shaped by the tools they sell. These eight questions — including whether the firm understands the GCC and MENA enterprise context — help leadership teams distinguish between the two before signing an engagement.