Manufacturing Case Study
Duskwood Industries
An AI usage policy that gave legal and engineering teams a shared framework.
-45%Downtime
The Challenge
Where things stood before
Duskwood Industries came to us with a problem that had been building for a while: limited visibility into production issues until they'd already become expensive.
It was the kind of issue that showed up in day-to-day frustration long before it showed up in a report.
The Solution
What we built
Our approach focused on the root cause rather than the most visible symptom.
What we ultimately delivered was an AI usage policy that gave legal and engineering teams a shared framework, built specifically around what Duskwood Industries needed.
- Designed around Duskwood Industries's actual data and workflow, not a generic template
- Built using Notion and Confluence for a stable, maintainable foundation
- Delivered within a 9-week timeline without cutting scope
- Structured so Duskwood Industries's own team could monitor and maintain it going forward
Results
The impact, by the numbers
-45%
Downtime
+60%
Defect Detection Rate
-40%
Inspection Time
+23%
Throughput
Tech Stack
Built with
NotionConfluencePythonSQL
Emberline Health
Want results like this for your business?
Let's talk about your project — no pressure, just a straightforward conversation about what you need.
Talk to an AI Expert