Contract to Capital: How AI Standardizes Clinical & Lease Agreements to Accelerate Due Diligence and Unlock Institutional Funding

Many promising healthcare businesses and healthcare-backed real estate deals stall during diligence because contract complexity hides revenue, risk, and lender requirements. In this episode Mia Franklin interviews a legaltech CEO who built AI-driven contract standardization and a senior institutional lender who uses those outputs to speed underwriting. Listeners will hear how AI extracts key clauses, normalizes payment streams, flags regulatory exposures, and produces auditable scorecards lenders trust—shrinking diligence timelines and expanding access to capital. We’ll cover implementation playbooks for healthcare operators and CRE owners, realistic ROI expectations, and how to integrate contract intelligence into loan covenants, SPV documentation, and investor decks. Practical takeaways include a 90-day pilot plan, red flags that kill deals early, and checklist items that founders and asset managers can fix before they seek capital.