Contract to Capital: AI That Parses Payer Contracts to Unlock Working Capital for Clinics

Many small and mid-sized healthcare operators sit on predictable revenue trapped in opaque payer contracts, slow remits, and complex reimbursement rules—preventing them from accessing short-term working capital or better loan terms. In this interview Mia Franklin sits with an AI product leader and a community health operator to show how modern NLP and rules engines translate contract language into standardized clauses, estimated payment waterfalls, denial-risk scores, and cash-timing forecasts that lenders and receivables financiers can underwrite. Listeners will get a practical playbook for the data, integrations, and governance required to make contract-derived revenue financeable, plus examples of financing structures unlocked (AR advances, asset-backed lines, milestone draws for roll-ups). Real operational metrics, implementation pitfalls, and compliance guardrails are covered. Visit CallPulse.org for episode resources, sample data templates, and partner contacts to pilot this approach.