Built insurance claim processing for one auto body shop in March.
By September, deployed same workflow to 13 more shops.
Revenue from one template: $21,600.
ORIGINAL BUILD:
Time: 8 hours
Setup: Extract claim numbers, damage assessments, authorization codes
Output: Their Airtable
Price: $1,800 setup + $200/month
WHAT MADE IT REUSABLE:
Instead of hard-coding for specific insurance formats:
Bad prompt: "Extract claim number from top right corner"
Good prompt: "Extract the alphanumeric identifier labeled as claim number, claim ID, or file number"
Describing WHAT to find, not WHERE to find it.
DEPLOYMENTS 2-14:
Time per deployment: 45 minutes
Changes needed: Database endpoints, notification preferences
Template reuse: 95%
Price: $1,800 each (same as original)
THE MATH:
Original: 8 hours = $1,800 = $225/hour
Deployments 2-14: 45 min each = $1,800 each = $2,400/hour
Total revenue: $21,600
Total time: 17.75 hours
Effective hourly: $1,217
THE CLIENT ACQUISITION LESSON:
Once you have one client in an industry, the second is 10x easier.
"I just automated insurance claims for [competitor shop]. Their processing went from 4 hours daily to 30 minutes. Want the same?"
Social proof + industry specificity = fast close.
THE NICHE DOMINATION STRATEGY:
1. Get first client (hardest)
2. Document results obsessively
3. Use results to pitch competitors
4. Become "the automation person" for that industry
Which industry could you dominate with one reusable template?