Overcoming agentic skepticism in high-regulation fields requires addressing concerns around trust, compliance, and accountability. This talk will focus on the technical and ethical strategies for designing agent-driven systems that meet stringent regulatory requirements, build confidence in their autonomy, and demonstrate clear, reliable outcomes that align with industry standards and public expectations.