Bank Analysis in 15 Minutes
How a stay-at-home mum went from 'curious but lost' to running her business with AI — in a single one-day workshop
Industry
Online Business (Laiyyin.co)
Business Size
Solo operator
Location
Singapore
Project Duration
1-Day Workshop
The Challenge
Doing Everything Alone — the Hard, Slow Way
Curious about AI but lost — using it at a basic level only, never unlocking its real potential
Bank statement analysis would take days — if it got done at all — as a solo operator with no support
Content creation and business analysis eating up hours every week with no system to delegate
Assumed AI had already done its best for her — didn't know she was only scratching the surface
As a stay-at-home mum running a 5-year-old business, every hour counts twice
The Solution
Mastering Agentic AI — Klicco Academy
AI Employees for Admin
Built AI "employees" to handle repetitive business admin tasks — the closest thing to having real support staff as a solo operator.
Bank Statement Analysis
Completed a full bank statement analysis in under 15 minutes using Claude — a task that previously would have taken days.
Content Creation System
Claude handles content generation and refinement, turning hours of weekly effort into minutes of review.
Business Summaries on Demand
Generates clear business performance summaries quickly, giving better visibility and faster decisions.
Project Timeline
Before Workshop
Using AI at surface level — basic prompts, no real business impact
1 May 2026 — Morning
Attended Mastering Agentic AI workshop with Adzhim at Klicco Academy
During Workshop
Completed bank statement analysis in under 15 minutes — breakthrough moment
After Workshop
Building AI employees, unloading backend admin, saving 3–6 hrs/week
The Results
Measurable Impact From a Single Day
15 min
Bank Analysis (was Days)
3–6 hrs
Saved Per Week
1 Day
Workshop Duration
5 Years
Business Experience
"Before today I was using AI at a basic level, thinking it had done its best. Now I am able to make use of AI productively. I will unload most of my backend work to AI and be able to create summaries within minutes."
— Sabirah, Laiyyin.co — Stay-at-Home Mum & Online Business Owner, Singapore
Technology Stack
Ready to work smarter with AI?
Join the next Mastering Agentic AI workshop and leave with real results on the day — no technical background required.
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