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Case Study Fashion & Footwear Simulated Case Study

How a Lagos Shoemaker Cut Losses from Material Delays and Wrong Sizes

A data dashboard built from everyday business records โ€” revealing where money was leaking and making it stop.

๐Ÿงต Custom Shoemaker
๐Ÿ“ Lagos, Nigeria

On the Surface, Business Was Fine

A shoemaker in Lagos runs a small but steady business โ€” taking custom orders weekly.

But behind the scenes, money is leaking.

At the end of the month, profit is lower than expected โ€” but it's not clear why.

Three Issues Draining the Business

1
Unplanned Material Shortages

No system to track which materials run out fastest or when to restock.

2
Frequent Sizing Errors

No record of which sizes or shoe types lead to the most complaints or adjustments.

3
No Visibility into Losses

Costs from delays and rework are not tracked, so decisions are based on guesswork.

A Simple Dashboard Built on Real Data

I built a simple dashboard that uses everyday business data to show what's really happening. The shoemaker only needed to track:

No complex setup. Just structured records.

After Analysing 300 Sales

โ‚ฆ50k
lost per month from delayed or unavailable materials
18%
sizing error rate in women's heels

For the first time, the shoemaker could see exactly where the money was going.

View the Dashboard

Decisions Based on Evidence

Real, Measurable Outcomes

This isn't just about the AI automation hype. It's about tracking the right data, making patterns visible, and acting on simple, clear insights.

For small businesses, that's enough to increase profit and reduce stress.

Any Business Dealing with Custom Orders

Business types

  • Shoemakers
  • Tailors
  • Small fashion brands

Common challenges

  • Custom sizing
  • Material sourcing
  • Frequent rework

When you can see where you're losing money, you can fix it. This dashboard makes that visible.

Your Business Deserves Clarity

You don't have to guess which products drive your profit or lose money on rework you can't see. Let me help you build the visibility your business needs to grow.