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This briefing synthesizes research on the state of AI consulting and vendor performance, particularly within highly regulated industries such as finance and healthcare. The findings reveal a significant disconnect between the marketing promises of AI vendors and the reality of implementation, which is characterized by systemic risk and an extremely high rate of project failure. The evidence strongly supports a position of extreme skepticism toward unsubstantiated vendor claims.