Why Do We Need Automation?
When managing international trade operations with a small team, the hardest part is repetitive data cleaning work. You receive dozens of trade requests daily, organize them in spreadsheets, update statuses... and repeat this cycle endlessly.
For teams without coding experience, this is genuinely soul-crushing work.
Getting Started with Claude Code
Step 1: Identify Your Repetitive Tasks
✅ Checklist
• Do you input data in the same format every day?
• Do you copy-paste Excel/spreadsheet data multiple times?
• Do you enter the same information into multiple systems repeatedly?
Key insight: If you're doing it "3 times daily for 30 minutes each," it's a candidate for automation.
Step 2: Describe Your Work to Claude
When talking with Claude at Developer.claude.com, ask like this:
"We receive customer request lists daily.
Each request includes name, email, quantity, and shipping address.
Can you create code to automatically sort and remove duplicates?"
Claude Code will automatically generate an executable script.
Step 3: Run on Your Windows Device
# Python script example (generated by Claude)
import csv
import json
# Read CSV file
with open('requests.csv', 'r', encoding='utf-8') as f:
reader = csv.DictReader(f)
data = list(reader)
# Remove duplicates and sort
unique_data = {row['email']: row for row in data}.values()
sorted_data = sorted(unique_data, key=lambda x: x['name'])
# Save results
with open('cleaned_requests.csv', 'w', encoding='utf-8') as f:
writer = csv.DictWriter(f, fieldnames=['name', 'email', 'quantity', 'address'])
writer.writeheader()
writer.writerows(sorted_data)
How to run it:
1. Open PowerShell on your Windows device
2. Type `python script.py`
3. Done! (Work that took 30 minutes now takes 10 seconds)
Level Up with AI Agents
Once comfortable with automation, you can set things to run on a schedule:
• 🤖 **Every morning at 7 AM**: Auto-clean new request data
• 📧 **After cleaning**: Send Slack notification to team
• 📊 **Weekly**: Generate cleaning reports
Your team can now focus purely on validation and final decisions.
Practical Tips
**Don't fear failure.** Test with small sample data (100 records) first. Claude Code runs instantly and you can modify quickly.
Expected automation results:
• ⏱️ Save 5 hours per week
• 🎯 Reduce data errors by 95%
• 😊 Improve team morale
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Next episode: "What the AI Dream Team (Hamsters + Puppies) Do Every Day"