AI is producing work faster than traditional approval workflows can handle, creating bottlenecks in code reviews, security checks, and organizational decision-making. But speeding up review gates or adding more reviewers won't solve the underlying problem. Effective AI review gate redesign requires distinguishing repetitive approval toil from protective friction that catches meaningful risks. Learn why AI-generated work overwhelms human judgment, how risk-based routing and smarter approval workflows can reduce unnecessary delays, and why organizations must rethink which decisions truly require human oversight. Discover how to redesign AI governance processes that protect quality, improve efficiency, and scale without sacrificing accountability.
