Report
The ROI of AI Agent Governance: What One Prevented Incident Is Really Worth
Economics analysis with industry benchmarks — quantify the cost of ungoverned AI agents and the ROI of proactive governance.
Cost benchmarks: $430K average direct cost per ungoverned incident
Four cost categories: financial, regulatory, operational, reputational
Governance cost comparison: $60K-$120K vs. incident costs
ROI calculation framework with conservative assumptions
Manual monitoring economics: 6-12x more expensive than automation
Accelerated deployment value: 3-5x more agents with governance