Emberline Medical Group
An anomaly detection system that identified a recurring production issue.
Where things stood before
Emberline Medical Group'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.
It wasn't a small fix — the underlying approach needed to change, not just the surface.
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: an anomaly detection system that identified a recurring production issue, built specifically around what Emberline Medical Group needed.
- Structured so Emberline Medical Group's own team could monitor and maintain it going forward
- Validated thoroughly before deployment to avoid production surprises
- Delivered within a 7-week timeline without cutting scope
- Benchmarked against clear, agreed-upon success metrics from day one
The impact, by the numbers
Built with
Fallcrest Capital
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