Scan to Score: Computer Vision + IoT for Faster, Lower-Risk Healthcare CRE Underwriting

Many lenders and investors struggle to underwrite healthcare-focused commercial real estate because physical asset condition, equipment inventories, and clinical compliance are hard to standardize. In this episode Mia Franklin interviews the founder of a computer-vision + IoT startup and a CRE lender who piloted the tech to create objective "Facility Condition & Revenue Readiness" scores. We walk through how 3D scans, equipment recognition, and simple sensors produce lender-ready asset reports that shorten due diligence, calibrate pricing for capex risk, and turn hidden maintenance liabilities into quantifiable underwriting inputs. Listeners will get practical guidance for running a pilot, cost expectations, what data lenders care about, and contract clauses that protect patient privacy and regulatory compliance. You'll leave with concrete next steps to pilot visual underwriting at your clinic portfolio or CRE fund—plus script snippets for pitching the idea to boards and lenders. Visit CallPulse.org to download the episode checklist and pilot template.