Gourab Basu of meshIQ explains that AI agent governance must happen inside the execution flow, because prompts alone cannot reliably control nondeterministic agent behavior. He also warns that scaling from a few agents to thousands requires framework-independent controls, auditability, and human approval for actions that affect enterprise systems. #meshIQ #GourabBasu
Keypoints
- Prompt instructions are not a sufficient control boundary for AI agents.
- Governance must inspect proposed actions before they reach production systems.
- Refunds above policy thresholds should pause for human confirmation.
- Enterprise controls must stay consistent as agent counts grow from ten to a thousand.
- Governance should be framework-independent and built with adapters for different tool execution models.
Read More: https://www.helpnetsecurity.com/2026/09/16/gourab-basu-meshiq-ai-agent-governance/