From Overwhelmed to Ready to Automate
A restaurant owner with 4 years of operations had the experience and drive to grow — but without an organisational system, scaling meant scaling the chaos. After the workshop, he set up Notion in hours instead of days, learned how AI agents work together, and left with a plan to build an AI admin team.
Industry
Food & Beverage | Restaurant Operations
Business Type
Restaurant Owner | 4 Years in F&B
Location
Singapore
Course
Mastering Agentic AI — Klicco Academy, June 2026
The Challenge
Four Years of Operations — Still No Proper Organisational System
Getting organised was a constant battle — organisation is not a background task for a restaurant owner, it is the foundation on which everything else runs. Staff schedules, supplier orders, inventory tracking, financial records — all depend on a working system.
Notion setup would have taken several hours manually — building an organised system from scratch required significant manual effort in setup, structure, and configuration. Without AI, this kind of foundational work kept getting postponed.
No AI infrastructure for F&B operations — despite being excited about AI's potential, Khairil had no framework for applying it to the specific operational demands of running a restaurant. The gap between enthusiasm and application was where progress stalled.
5 hours per week were being lost to disorganised manual admin — time spent managing complexity rather than reducing it, across a 4-year-old restaurant operation with increasing operational demands.
The Solution
Mastering Agentic AI — Klicco Academy
Notion Set Up with AI — Hours Instead of Days
Khairil set up Notion during the workshop with Claude's assistance — a task that would have taken several hours manually was completed much faster, giving him the organisational foundation his restaurant operation had been missing.
Understanding How AI Agents Work Together
The most useful learning of the day: seeing how AI agents can collaborate — each handling a specific function — to collectively manage an operation. For a restaurant owner, that translates directly into a vision for an AI-powered admin team.
Plan to Build an AI Admin Team
Khairil left with a concrete plan: use AI to construct his admin team. Rather than hiring for administrative functions, he now has a framework for deploying AI agents to handle those functions systematically.
Operational Clarity for F&B Context
The workshop gave Khairil a framework for thinking about AI in the specific context of restaurant operations — not just general automation principles, but how agents can support the real, daily demands of an F&B business.
Project Timeline
Before Workshop
4 years of operations without an organisational system; overwhelmed by operational complexity; excited about AI but no framework to apply it
June 2026
Attended the full-day hands-on Mastering Agentic AI workshop facilitated by Abdul Adzhim at Klicco Academy, Singapore
During Session
Set up Notion with AI assistance in hours instead of days; learned how AI agents collaborate; built a plan for an AI admin team
Post-Workshop
5 hours per week identified for recovery; ready to automate; plan to construct an AI admin team for the restaurant
The Results
Numbers That Matter
Hours→
Notion Set Up (was days manually)
5 hrs/wk
Time Identified for Recovery
AI Admin
Team Plan Built in One Day
Overwhelmed→Ready
Ready to Automate
"Before today I was overwhelmed. Now I am ready to automate. I plan to use AI to construct my admin team and finally get my business properly organised."
— Khairil, Restaurant Owner | 4 Years in F&B · Mastering Agentic AI, Klicco Academy · June 2026
Technology Stack
Overwhelmed by operations? Ready to automate?
Join Mastering Agentic AI and set up your organisational system in hours instead of days — and leave with a plan to build an AI admin team that runs your business while you grow it.
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