How Automation Saves 20 Hours a Week: A Case Study

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Every entrepreneur knows them: those tasks that "are part of it" but secretly eat up a huge amount of time. Retyping invoices, copying data from Excel to a web portal, compiling weekly reports. It feels like work, but it's actually busywork.

The Case: The Logistics Company

Recently, we helped a logistics service provider. Every Monday morning, an employee, let's call him Mark, spent 4 hours processing trip sheets.

  1. Open PDF from supplier A.
  2. Copy trip data.
  3. Paste into Excel.
  4. Check for errors.
  5. Repeat for 50 suppliers. That's 200 hours a year. Almost 5 work weeks lost to "Ctrl+C, Ctrl+V". And that's not mentioning the error proneness. One wrong comma and the billing is off.
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The Solution: A 100-Line Script

We didn't build an expensive software package. We wrote a simple Python script that did exactly what Mark did, but in 3 seconds.

  • The script reads all PDFs from a folder.
  • It recognizes patterns and extracts the data.
  • It generates a perfectly formatted Excel file.
  • It flags any ambiguities for human review.
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The Result

The impact was immediate:

  • Time Savings: From 4 hours to 5 minutes (including review).
  • Error Reduction: 100% accurate, every single time.
  • Job Satisfaction: Mark no longer has to do robotic work and can focus on customer contact.
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What is your "Monday Morning Nightmare"?

Automation doesn't have to be grand and sweeping. Often, the biggest wins are in automating small, repetitive tasks that unnoticedly swallow a lot of time.

Which process in your company is screaming for a script?

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Want to learn more?

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