SaaS Case Study
Duskwood Technologies
A quality inspection vision system that caught defects a manual process missed.
+50%Feature Adoption
The Challenge
Where things stood before
Before working with us, Duskwood Technologies was dealing with a product experience that couldn't personalize or scale the way the market expected, and it was starting to cost them real business.
Their team suspected AI could help but weren't sure where to actually start.
The Solution
What we built
We started by getting a clear picture of exactly where things were breaking down before proposing anything.
From there, a quality inspection vision system that caught defects a manual process missed, built specifically around what Duskwood Technologies needed.
- Validated thoroughly before deployment to avoid production surprises
- Delivered within a 4-week timeline without cutting scope
- Designed around Duskwood Technologies's actual data and workflow, not a generic template
- Structured so Duskwood Technologies's own team could monitor and maintain it going forward
Results
The impact, by the numbers
+50%
Feature Adoption
91.2%
Model Accuracy
-21%
Support Tickets
93.4%
Uptime
Tech Stack
Built with
PythonPyTorchOpenCVMQTT
Emberline Medical Group
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