Case study
Heartland Dental
Healthcare
Can We Scale Denovo Expansion With Institutional Accuracy?
Denovo model with gap analysis and cannibalization control.
Problem
What Was at Stake?
Large-scale healthcare expansion requiring repeatable and defensible modeling.
MapZot.AI work
How the Decision Was Modeled
Outcome
What Became Clearer?
Cost of being wrong
$8M–$9M Per Clinic
Poor Placement Impacts Patient Access, Utilization and Long-Term ROI
The goal was not more data. The goal was a cleaner decision before capital, lease commitments, buildout time, and leadership attention were locked in.
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