ISO IEC 42001 AI Management System Requirements for Agent Programs
The standard leaves a gap between policy and runtime behavior in autonomous AI systems.
Darnell Okafor-Hughes
Section
Adoption Frameworks
8 stories in Adoption Frameworks.
AI Agent Rollout Governance Across Business Units
Most AI agents lack clear ownership and formal identity controls across enterprise departments.
Priya Subramaniam
AI Agent Approval Workflows for New Tool Integrations
Tool approval workflows need continuous monitoring, not just a single sign-off.
Priya Subramaniam
OWASP LLM Top 10 Controls Translated Into Agent Policy
Agents need enforceable policies, not just model instructions, to contain LLM risks.
Solvei Brandt
Policy-as-Code Enforcement for AI Agent Tool Calls
Enforce policies at tool-call time before agents act on malicious instructions.
Darnell Okafor-Hughes
Shadow AI and Unapproved MCP Usage in Enterprises
Autonomous agents with unapproved access pose active infrastructure risks, not passive data leaks.
Darnell Okafor-Hughes
Tiered AI Agent Access Models for Large Enterprises
Enterprises need tiered agent permissions based on risk, not identical governance for all.
Marcus Tetteh
Golden Path Programs for Enterprise AI Agents
Enterprises must rebuild golden paths to enforce explicit guardrails on AI agents, not humans.
Priya Subramaniam