Artificial intelligence has taken hold across the enterprise, but nowhere does it face a bigger challenge than in third-party risk management. As explained in this week’s Talking Supply Chain, AI thrives on structure and consistency, yet supplier ecosystems remain fragmented and inconsistent across industries. Dave Rusher, chief customer officer at Aravo, joins the discussion to explore why the lack of standardization in third-party risk programs makes this area a true stress test for AI. Rusher notes that while AI has accelerated processes in finance and logistics, its adoption in risk management has been slower. The reason: compliance and security professionals are, by nature, cautious. Companies must weigh the promise of automation against concerns about data privacy, intellectual property, and regulatory exposure. As he explains, AI’s value isn’t in replacing humans but in helping analysts synthesize unstructured data into actionable insights.