DJC Insights
Tools amplify existing behaviors. If your process is chaotic, the tool will amplify the chaos.
Case Studies
Real world examples of what worked, what failed, and the numbers behind them.
Patterns Observed Across Multiple Deployments
How Small Process Changes Created Large Outcomes
This "Loop of Doom" slowed down the entire floor.
Operational Wins That Didn’t Look Impressive at First
We wrote a 50-line Python script.
The Cost of Poor Data in AI Systems
Financial Impact:
Scaling From 10 to 1,000 Users: What Broke
Original Title: Lessons from Deploying AI at Scale
A Failed AI Deployment and the Lessons Learned
Day 1 was a disaster.