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For nearly 20 years, I have worked in technology as a trusted advisor and customer strategist.

I have seen how complex systems require teams with different expertise—networking, cybersecurity, software, DevOps, instrumentation, and control systems. Yet, for many Malaysian SMEs, having all these roles in-house is simply not feasible.

I recall a client who spent two consecutive days building an Intrusion Detection System because of an urgent requirement.

Today, the game is changing.

With the right workflow and AI Agents, we no longer need long prompts.

A simple instruction like:

"Build me a network access control system where users must log in before accessing the Internet."

can allow an AI Agent to analyse, design, select technologies, generate documentation, write code, test, and improve the system.

The future is not about writing better prompts.

It is about building better workflows where AI Agents can execute complex tasks, while humans provide vision, validation, and decisions.

Welcome to the era of Workflow Engineering.

#AI #AIAgents #WorkflowEngineering #SME #CustomerExperience

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