AI auditability is becoming a prerequisite for accountable AI. Organizations increasingly need to show where an AI-generated output came from, what evidence supported it, what confidence the system assigned, where human review occurred, and how the final outcome was reached.
Unlike its predecessors, agentic AI doesn't just generate content or automate isolated tasks – it orchestrates complex workflows, applies sophisticated decision logic, and delivers measurable outcomes with minimal human oversight.
