Professional Services Case Study
Mirrorline Consulting
A document summarization tool that cut review time for lengthy reports.
-40%Turnaround Time
The Challenge
Where things stood before
Before working with us, Mirrorline Consulting was dealing with a patchwork of manual processes that hadn't scaled with the business, and it was starting to cost them real business.
Their team suspected AI could help but weren't sure where to actually start.
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 document summarization tool that cut review time for lengthy reports, built specifically around what Mirrorline Consulting needed.
- Built using Python and spaCy for a stable, maintainable foundation
- Validated thoroughly before deployment to avoid production surprises
- Delivered within a 8-week timeline without cutting scope
- Structured so Mirrorline Consulting's own team could monitor and maintain it going forward
Results
The impact, by the numbers
-40%
Turnaround Time
+35%
Accuracy
94.7%
Team Adoption
+55%
Client Satisfaction
Tech Stack
Built with
PythonspaCyHugging FacePyTorch
Juniper Retail Group
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