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Latest / CallPulse.org Live: AI, Capital & Opportunity

Data to Debt: Monetizing EMR Signals to Create Financeable Working Capital for Clinics

Many clinics sit on a hidden asset: structured signals inside electronic medical records (EMR) that reveal appointment reliability, treatment mix, payer mix shifts, receivable aging, and predictable ancillary revenue. In this episode Mia Franklin interviews a founder and a lender who built an AI pipeline that extracts, standardizes, and scores EMR operational signals so operators can present financeable, repeatable cashflow models to revenue-based lenders and asset-backed capital providers. We unpack the data pipeline, what signals matter to underwriters, how models map to deal structures…

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