SaaS Case Study
Highmoor Technologies
A credit risk model built with explainability requirements from the start.
+45%Feature Adoption
The Challenge
Where things stood before
Highmoor Technologies came to us with a problem that had been building for a while: a product experience that couldn't personalize or scale the way the market expected.
It wasn't a small fix — the underlying approach needed to change, not just the surface.
The Solution
What we built
Rather than jumping straight to a model, we spent time understanding the specific shape of the problem first.
What we ultimately delivered was a credit risk model built with explainability requirements from the start, built specifically around what Highmoor Technologies needed.
- Validated thoroughly before deployment to avoid production surprises
- Benchmarked against clear, agreed-upon success metrics from day one
- Delivered within a 5-week timeline without cutting scope
- Designed around Highmoor Technologies's actual data and workflow, not a generic template
Results
The impact, by the numbers
+45%
Feature Adoption
96.1%
Model Accuracy
-42%
Support Tickets
90.5%
Uptime
Tech Stack
Built with
Pythonscikit-learnSQLMLflow
Ironclad Medical Group
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