56% Faster Validation: Agentic Workflow for Continuous Exposure Reduction

This document describes Continuous Threat Exposure Management (CTEM) and introduces 'Hai,' an agentic AI that automates eligibility checks, deduplication, contextual prioritization, and recommended next steps to shorten validation and remediation cycles—highlighting outcomes such as a 56% reduction in validation time and a 94% recommendation acceptance rate—while emphasizing human review and trust controls.