CASE STUDY
The 6-hour daily fire drill that became a 15-minute process
The issue
A highly manual production-file process was consuming hours every day and creating too many opportunities for errors.
The result
The workflow was reduced from more than 6 hours per day to roughly 15 minutes, with near-zero errors, using automation.
The situation
The business produced highly variable, personalized licensed products. Each order required accurate production files with the right personalization, colors, logos, and product-specific details.
Every morning, artists manually processed dozens or hundreds of orders one-by-one in Adobe Illustrator.
The process was technically complex, repetitive, and highly exposed to human error.
The problems
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6+ hours of manual work per day
-
Roughly 30% error rate
-
Rework and quality issues
-
Production delays
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Frustrated customers
What we changed
Mapped the logic
Documented the decision rules behind personalization, colors, logos, and production-ready artwork.
Automated file prep
Files were generated automatically from order data with the right color, personalization, logo, and style.
Reduced error points
Replaced judgment-heavy, error-prone manual work with automated rules-based checks and structured workflow.
Results
96%
labor reduction
100%
quality rate
15
min. lead time
Why this matters for owners
Manual workarounds are not harmless.
This production workflow consumed 6+ hours per day, created a ~30% error rate, and depended on a few people knowing how to get it right. That creates rework, frustrates employees, and makes the business harder to scale.
Automation turned a fragile daily bottleneck into a repeatable process, enabling growth.