
The rapid proliferation of autonomous systems in sectors like financial auditing and legal discovery has created a precarious environment where technological speed often outpaces the fundamental human capacity to justify and defend high-pressure decisions. In high-stakes sectors like finance, law, and critical infrastructure, the push for agentic AI—autonomous systems capable of independent decision-making—is accelerating at a breakneck pace. While these










