All work
AI product case study · 2026 · Product & analytics
Practice Ops Bottleneck Analyzer
Mine task events to show a practice where its staff hours actually go.
Product StrategyData & PlatformsMarket ResearchOpen Source
The problem
Medical practices know they are losing staff hours somewhere in the revenue cycle, but not where, so they cannot decide what to automate first.
Highlights
- ▸Task-event mining that ranks each practice's operational bottlenecks and sizes the automation ROI of fixing them
- ▸The second product in the NewMed clean-room case study: synthetic data, a full reproducible pipeline, docs, and a deployed app
Stack & methods
PythonSQLProcess miningProduct analytics
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2025–26
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