Chief Technology Officer Ahu Chhapgar argues that payments leaders must implement shared accountability frameworks to scale AI safely. The Paysafe executive emphasizes that governance must match the complexity of embedded AI systems. This approach prevents operational chaos. Practitioners should prioritize clear responsibility matrices to maintain control as they deploy autonomous financial tools.