Manufacturing Case Study
Highmoor Industries
A roadmap that sequenced data infrastructure investment ahead of AI initiatives.
-30%Downtime
The Challenge
Where things stood before
Highmoor Industries's biggest obstacle was limited visibility into production issues until they'd already become expensive — something their team had tried to patch more than once without lasting success.
Their team suspected AI could help but weren't sure where to actually start.
The Solution
What we built
Our approach focused on the root cause rather than the most visible symptom.
What we ultimately delivered was a roadmap that sequenced data infrastructure investment ahead of AI initiatives, built specifically around what Highmoor Industries needed.
- Validated thoroughly before deployment to avoid production surprises
- Built using dbt and Snowflake for a stable, maintainable foundation
- Benchmarked against clear, agreed-upon success metrics from day one
- Delivered within a 5-week timeline without cutting scope
Results
The impact, by the numbers
-30%
Downtime
+45%
Defect Detection Rate
-29%
Inspection Time
+32%
Throughput
Tech Stack
Built with
dbtSnowflakePythonSQL
Ironclad Health
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