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Write-ups on AI vendor risk, shadow AI, data governance, and the practice of building defensible oversight inside regulated enterprises. Browse every post by month and category in the archive.
- 6 min read
AI Governance in Regulated Industries: Closing the Lifecycle Accountability Gap
Financial services and healthcare are converging on continuous, lifecycle AI oversight, but most governance still runs on point-in-time compliance models built for a slower era. A summary of the findings and legal risk assessment from my full report.
Risk ManagementData GovernanceAI Governance - 5 min read
Securing the Autonomous Vault: PII Governance in the Era of Agentic AI
Seventy-four percent of enterprises plan to deploy agentic AI within two years, but only 21 percent have a governance model mature enough to manage the risk. A policy analysis on securing PII when autonomous agents operate inside systems like Workday.
AI GovernanceData GovernanceRisk Management - 6 min read
The Readiness Chasm: Translating AI Governance Strategy Into Production-Ready Infrastructure
Seventy percent of organizations have AI oversight committees. Only 14 percent are actually ready to deploy at scale. The gap between the two is not a resource problem, it is a translation problem, and this piece maps the infrastructure that closes it.
AI GovernanceRisk ManagementData Governance