Loomcraft Health
A sentiment analysis system that surfaced patterns across thousands of reviews.
Where things stood before
Loomcraft 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.
It was the kind of issue that showed up in day-to-day frustration long before it showed up in a report.
What we built
We started by getting a clear picture of exactly where things were breaking down before proposing anything.
What we ultimately delivered was a sentiment analysis system that surfaced patterns across thousands of reviews, built specifically around what Loomcraft Health needed.
- Benchmarked against clear, agreed-upon success metrics from day one
- Built using Python and spaCy for a stable, maintainable foundation
- Designed around Loomcraft Health's actual data and workflow, not a generic template
- Delivered within a 5-week timeline without cutting scope
The impact, by the numbers
Built with
Mirrorline Consulting
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