Using AI to understand their COSTS!
Published December 5, 2025
5:27
The 360-Degree Cost Analysis: How to Analyze a Company's Cost Structure Like a Top Investor
Let me walk you through a framework that separates serious stock pickers from the crowd. In Pakistan's top 1% investor circle, this is exactly the kind of process that gets results. So stick around — because today, we're diving into something I call the 360-degree cost analysis.
Before we start, if you're serious about stock picking and want a free course tailored to Pakistan's market, go ahead and subscribe. Trust me, you don't want to miss what's coming in this entire series. Now let's get into it.
What Is a 360-Degree Cost Analysis?
The idea is simple: to truly understand whether a company is a good investment, you need to understand how it makes money — and that means understanding its costs from every angle imaginable. Most investors look at revenue, maybe some margins, and call it a day. That's not enough.
A 360-degree cost analysis breaks down the entire cost structure of a business — raw materials, energy, labor, duties, exchange rates, packaging, compliance, machinery, maintenance, quality control, everything. And here's the beauty: you don't need to be a chartered accountant to do it. You just need the right questions and the right tools.
Step 1: Ask the Fundamental Question — How Is the Product Made?
Let's take a concrete example: Panadol. The very first question you ask is, "How is Panadol made?"
This sounds almost too basic, but it's the anchor of everything that follows. Once you understand the manufacturing process, you can then ask the second question:
What Raw Materials Go Into It?
Break it down into every component:
- API (Active Pharmaceutical Ingredient) — the actual medicine part
- Fillers — the bulk that gives the tablet its size
- Binders — what holds the tablet together
- Coating material — the outer layer
- Packaging — blisters, boxes, inserts
Then don't stop there. Add:
- Utilities — electricity, water, gas
- Lab equipment — for quality testing
- QC people — the quality control team and their salaries
- Compliance costs — regulatory approvals, audits, DRAP requirements
And finally, ask: What is the biggest cost driver? That's the one line item that, if it goes up, squeezes the entire margin. Identify it early and you'll know exactly what to watch.
Step 2: Identify the Four Biggest Cost Drivers
In a pharmaceutical company like this one, four cost drivers dominate everything:
- API — the active ingredient itself
- Product material — all the other raw inputs
- Energy — power for manufacturing and cooling
- Exchange rate — because most of these inputs are priced in dollars
And here's the crucial insight: the pharmaceutical industry in Pakistan is import-dominant. Most APIs are imported. Packaging material is often imported. Even the equipment is imported. So the exchange rate isn't just a side factor — it's a massive swing factor in the cost structure of any pharma company.
Step 3: Look at Cost Conversion — Machinery, Maintenance, and Quality Control
Now, here's my favorite part. Beyond raw materials, you need to understand the cost of converting those materials into finished products.
This comes down to:
- Machinery — what equipment is used, and how efficient is it?
- Maintenance — machines break down, and downtime costs money
- Quality control — testing every batch has a cost, but skipping it costs more
- Energy reliability — in Pakistan, power outages mean generators, and generators mean fuel costs
All of these together tell you how efficiently the company runs. Two companies could use the same raw materials, but the one with better machines and lower energy costs will have a much healthier margin.
Step 4: Use AI to Speed Up the Analysis
Now, this is where it gets interesting. You can take this entire framework, turn it into a structured prompt, and run it through ChatGPT — even the free version works fine for this.
In the description of this video, I've shared a simplified version of the AI prompt you can copy and paste directly into ChatGPT. It's a step-by-step framework that walks you through all the questions we just discussed.
The full, detailed version — with every single question laid out in sequence — is coming soon in my stock-picking MBA course. But the simplified version will already take you 80% of the way there.
Here's how you'd use it:
- Tell ChatGPT what company you're analyzing
- Let it guide you through the cost breakdown questions
- Use it to think through the four cost drivers
- Ask it to highlight the import-dependency risks
It's not about letting AI do your thinking — it's about using it to make sure you don't miss a step.
Step 5: Where to Find 99% of the Information — The Director's Report
Now, a quick warning: don't rely on AI for the actual financial numbers. That's where you need to go straight to the source.
Ninety-nine percent of the information you need will be in the company's director's report. In Pakistan, most companies have their financial year end in June or December. Once the annual report is published, download it and read the director's report carefully.
That single document will explain:
- What the company makes
- Its product demand analysis
- How the products are manufactured
- The company's cost structure
- Management's own commentary on margins
It's a goldmine. And if you combine the director's report with the margins from the financial statements, you can answer the ultimate question: "How much do they actually make?"
Bringing It All Together
So here's your complete process:
- Understand the product — how is it made, and from what raw materials?
- Identify the biggest cost drivers — API, other materials, energy, exchange rate
- Check the import dependency — this tells you the risk profile
- Analyze cost conversion efficiency — machinery, maintenance, QC, energy reliability
- Let AI structure your questions — use the prompt to avoid blind spots
- Verify everything in the director's report — get the real numbers
Combine the cost structure with the margins, and you'll know exactly how much money this company makes on every rupee of sales — and what could change that number.
This is just one piece of the entire stock-picking framework I'm building for you. If you're serious about this, subscribe and leave a comment — because trust me, if you're a stock picker, you really don't want to miss the rest of this series.

