Hero
Data & Research AI
Analytics & BI Intelligence
Dental & Orthodontics

Morning-Huddle BI Dashboards for a 32-Practice Dental Group


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Problem

Month-old spreadsheet reporting

A 32-practice doctor-owned dental partnership ran each office on gut feel and month-old spreadsheets. Practice managers exported reports by hand from three different practice management systems, the numbers arrived weeks late and rarely matched, and partners had no same-day view of production, recall, or collections across locations.

Solution

Next-morning KPI dashboards

We built a nightly data pipeline that pulls production, scheduling, and collections data from all three practice management systems into a single warehouse with shared definitions for every KPI. Each office now opens the day with a morning-huddle dashboard on a wall display, while partners get a network-wide view with per-location drill-downs.

Measurable Impact

What changed after launch

Reporting lag reduced from roughly 30 days to next-morning across all 32 practices

Hygiene reappointment rate improved from 61% to 72% within two quarters of huddle adoption

Practice managers saved an estimated 6 hours per week previously spent building manual reports

Collections-to-production ratio climbed 3.5 percentage points as overdue balances surfaced daily

Tech & Tools Used

What powered the build

Airbyte
dbt
Google BigQuery
Python
Node.js
React
Metabase
Google Cloud Run
Terraform

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