Healthcare Case Study
Ironclad Health
A data governance plan that clarified ownership across previously siloed teams.
-38%Admin Time Saved
The Challenge
Where things stood before
Ironclad Health came to us with a problem that had been building for a while: administrative and clinical workflows that hadn't kept pace with the volume they were handling.
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.
The result was straightforward: a data governance plan that clarified ownership across previously siloed teams, built specifically around what Ironclad Health needed.
- Built using dbt and Snowflake for a stable, maintainable foundation
- Validated thoroughly before deployment to avoid production surprises
- Structured so Ironclad Health's own team could monitor and maintain it going forward
- Benchmarked against clear, agreed-upon success metrics from day one
Results
The impact, by the numbers
-38%
Admin Time Saved
91.3%
Model Accuracy
-21%
Patient Wait Time
+34%
Staff Satisfaction
Tech Stack
Built with
dbtSnowflakePythonSQL
Junction Financial
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