Healthcare Case Study
Marrowvale Health
A rapid prototype that secured internal buy-in for a full AI build.
-47%Admin Time Saved
The Challenge
Where things stood before
Marrowvale Health's biggest obstacle was administrative and clinical workflows that hadn't kept pace with the volume they were handling — something their team had tried to patch more than once without lasting success.
The problem was quietly getting more expensive to ignore every month it went unaddressed.
The Solution
What we built
Our approach focused on the root cause rather than the most visible symptom.
The result was straightforward: a rapid prototype that secured internal buy-in for a full AI build, built specifically around what Marrowvale Health needed.
- Structured so Marrowvale Health's own team could monitor and maintain it going forward
- Validated thoroughly before deployment to avoid production surprises
- Benchmarked against clear, agreed-upon success metrics from day one
- Designed around Marrowvale Health's actual data and workflow, not a generic template
Results
The impact, by the numbers
-47%
Admin Time Saved
92.8%
Model Accuracy
-24%
Patient Wait Time
+53%
Staff Satisfaction
Tech Stack
Built with
PythonPyTorchOpenAI APIJupyter
Novasound Financial
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