Password auto-filling without you typing
Spam automatically goes to spam folder
Netflix suggesting shows you'll love
Transaction alerts without human review
Before: Alex processed employee paperwork every day. Same task, 3 hours daily. Read form → Check form → File form.
Discovery: \"What if I could make this automatic?\" Alex learns AI workflows.
Solution Built:
• Step 1: ChatGPT reads employee form
• Step 2: Claude checks against requirements
• Step 3: System automatically files in correct folder
Result: Alex now designs automation workflows for other departments. Salary: $78K. Time spent: 4 hours designing, not 3 hours processing.
That's automation. That's what you're learning.
Before: Jordan answered customer service calls all day. \"Where's my order?\" \"How do I return?\" Same questions, burned out.
Discovery: \"What if workflows handled 70% of calls?\" Jordan learns automation.
Solution Built:
• Step 1: ChatGPT categorizes customer question
• Step 2: Claude writes personalized response
• Step 3: Workflow handles the interaction
Result: 70% of calls handled automatically. Jordan now manages the automation team. Salary: $95K. Stress: Way down.
That's automation thinking. That's your skill.
Company has customer feedback. Wants insights AND marketing ideas. No time to analyze manually.
Workflow: ChatGPT analyzes sentiment → Claude generates marketing ideas
Customer Reviews:
• \"Great product, terrible shipping. Waited 3 weeks. Otherwise love it.\"
• \"The quality is what I expected. Packaging could be better.\"
• \"Best purchase I've made. Fast shipping. Highly recommend.\"
ChatGPT Output:
70% positive sentiment, 30% mixed. Key themes: Quality, Shipping Speed, Packaging
Claude Generates 5 Marketing Ideas:
1. Emphasize \"Quality\" in all marketing materials
2. Highlight \"Fast Shipping\" in ads
3. Upgrade packaging to premium look
4. Create \"Fast Shipping Guarantee\" campaign
5. Partner with premium packaging supplier
1,000 customer reviews = 8 hours of analyst time
1,000 customer reviews = 30 minutes of workflow
Simple. 2 AI Tools. Step-by-step guide provided.
Complex. 3 AI Tools. You pick the problem.
1. Open ChatGPT → 2. Paste customer feedback → 3. Get sentiment analysis → 4. Copy to Claude → 5. Get action items → 6. Screenshot both outputs → 7. Document what happened
Content Creation
Topic → Outline → Blog Post → Improvements
Market Research
Market → Analysis → Competitive Info → Opportunities
Customer Support
Email → Categorize → Draft Response → Improve Tone
ChatGPT output + Claude output + Screenshots + Documentation
How to chain AI tools together to solve real problems
That automation is a real job skill companies pay for
Your first AI workflow artifact for your portfolio
Try different browser or different AI (Claude, Gemini). Use mobile hotspot.
Does it answer your question? If yes, it works. Rephrase if needed.
Click text, drag to select, Ctrl+C to copy, Ctrl+V to paste.
Raise your hand. I'll help. Or team up with partner.
One workflow = several employees' worth of work
3 hours of manual work = 10 minutes of workflow
AI doesn't have bad days or make tired mistakes
10 tasks or 10,000 tasks? Same workflow handles both.
Show what problem you solved
Hear how others solved theirs
Celebrate together what you all built
This work has actual business value