The AI Workflow Ownership Test
Seven questions an SME should answer before allowing an AI agent or Digital Coworker to execute real business work.
Read the field noteMelverick Ng · Field notes
Make AI useful where real work happens.
Practical field notes on Digital Coworkers, AI workflow ownership, and the systems behind reliable execution.
Lessons from connecting AI to real ERP, CRM, and business workflows—not just chat interfaces.
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Topics that govern execution.
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About the author
Enterprise process discipline, applied to agentic AI.
Melverick Ng is a Nexius Labs co-founder and Nexius Academy master trainer. His work focuses on Digital Coworkers, AI-enabled ERP and CRM workflows, human approval, and measurable operating outcomes.
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