Practical thinking on AI agents, workflow automation and SME operations.
What does AI readiness actually mean for a Malaysian operations team? A practical checklist covering data, governance, roles and process — before you go live.


















A workflow audit translates these ideas into a starting plan tailored to your operations and the systems your team already uses.
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