Ship a simple workflow you own—Inbox → Draft → Approve → Send.
Why join: Beat overwhelm and save time with a reliable, human-in-the-loop system.
Live build you can reuse tomorrow
Tool switch: ChatGPT ↔ Copilot
Verification loop for trustworthy out
Pain: “Will AI replace me?”
Fix: You’ll own a human-in-the-loop workflow (not just prompts). We build a small workflow automation AI system together so you stay in control.
Pain: Overwhelm & time debt
Fix: A 15-minute AI day plan you can repeat tomorrow—plus a reusable checklist that keeps work moving.
Pain: Tool confusion (ChatGPT? Copilot? Gemini? Claude?)
Fix: A quick Switcher demo showing what to use when—and how the same result can be done in different tools.
Pain: “Can I trust AI’s output?”
Fix: A simple verification loop (sources, assumptions, confidence) you’ll apply on the call to reduce hallucinations.

$5M+ cost savings delivered across transformation projects
Led digitization project achieving 600% efficiency
Accredited trainer: HRD Corp (MY) & ACTA (WSQ SG)

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