AI Agent Governance — Production Checklist Before Any Write Path
Malaysian SMEs ask if AI agents are safe to deploy. Our production governance checklist: permissions, audit logs, human approval, and rollback — before MCP goes live.
3 articles
Operations & Production
LLM tool integration (MCP), paperwork automation, and the path from pilot to production — cross-sector mechanics that owners control.
Articles
AI Isn't New — LLM Integration Is: Paperwork, MCP, and the Software You Already Run
Malaysian SMEs already pay for Google, Microsoft, Xero and Salesforce. What is new is LLM tool integration via MCP — and the paperwork value few capture yet.
Why 95% of AI Pilots Never Reach Production — And What the 5% Do Differently
MIT, RAND, and field data show where AI projects die between demo and production. A production-first checklist for Malaysian SME leaders.
Next step: Start with an AI audit