P&L Analysis: Weeks to Under 2 Hours
After attending the Mastering Agentic AI workshop by Klicco Academy, Lina discovered how to connect AI to her existing tools, build AI employees for specific tasks, and complete P&L statements in under 2 hours instead of weeks.
Industry
Modern Muslim Finance
Business Type
Operations Manager, Pokok Kurma Pte Ltd
Location
Singapore
Course
Mastering Agentic AI — Klicco Academy, May 2026
The Challenge
Curious About AI — But With No Map to Apply It
P&L statements and financial analysis regularly consumed weeks of effort — far longer than the business could comfortably afford to wait for the insights they contained.
Lina had tried AI tools but couldn't identify the right starting point for going deeper. Without a structured approach, her AI use stayed casual rather than transformative.
Presenting financial reports, revenue data, and task tracking visually was a manual effort — time-consuming to prepare and difficult to keep current.
At least 4–6 hours per week were being lost across operational tasks, with no AI employees or assistants supporting specific operational functions and no PKM connected to any AI workflow.
The Solution
Mastering Agentic AI — Klicco Academy
AI Connected to Notion as an Operational Hub
Lina learned how to connect Claude to Notion — transforming her existing PKM tool into an AI-powered sounding board for financial reports, monthly revenue tracking, and task dashboards, all presented visually.
AI Employees Built for Specific Functions
The concept of creating specialised AI employees — each designed for a distinct operational task — was the single most impactful learning. Lina now has a repeatable model for building assistants tailored to her company's exact needs.
P&L and Financial Analysis in Under 2 Hours
A process that previously took weeks was demonstrated live during the workshop to be completable in under 2 hours using Claude — fundamentally changing how Lina approaches financial reporting cycles.
Workflow Design & Visual Dashboard Creation
Participants worked through designing AI-assisted workflows that match existing operational structures. Lina also discovered how to have financial data and operational metrics presented visually through AI — removing manual formatting effort entirely.
Project Timeline
Pre-Workshop
Curious about AI but lacking a structured framework — financial analysis taking weeks of scrambling with no AI integrated into daily operations
May 2026
Attended the full-day hands-on Mastering Agentic AI workshop by Klicco Academy, facilitated by Abdul Adzhim
During Workshop
Built live: Claude connected to Notion as an operational hub, AI employees designed for specific functions, and P&L analysis demonstrated in under 2 hours
Post-Workshop
Clear, actionable AI implementation plan in place — at least 4–6 hours per week identified for recovery across operational workflows using existing tools
The Results
Numbers That Matter
Under 2 Hrs
P&L Statements (down from weeks)
4–6 hrs/wk
Time Identified for Recovery
1 Hub
Notion Connected to Claude for Reports & Dashboards
AI Employees
Specialised Assistants Built for Operations
"Before today, I was not sure on how to apply AI in my work workflow and my PKM. Now I am more aware of how I can apply it using the tools that I already have. Being able to create workflows and specific assistants to help with certain tasks will be a great way to expedite work and make it more efficient."
— Lina, Operations Manager, Pokok Kurma Pte Ltd · Mastering Agentic AI, Klicco Academy · May 2026
Technology Stack
Weeks of financial analysis. Under 2 hours with AI.
Join Mastering Agentic AI and learn how to connect AI to your existing tools, build AI employees, and collapse weeks of work into hours.
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