Your denial rate is a policy problem before it is a finance problem.
CMS-0057-F, CY2026 MA UM guardrails, and state AI-in-UM statutes are rewriting how payers deny. The CFO Lens converts each change into revenue at risk, payer-mix exposure, and the contracting levers that recover it — in one sitting, not one quarter.
Written for hospital cfos & revenue cycle executives.
Denial write-offs land after the policy window closes
By the time the variance shows in the month-end deck, the appeal clock on the affected cohort has already run. The CFO Lens gives you the exposure before the first denial posts.
Nobody can size the dollars on a CMS rule
Compliance summarizes the rule. Legal flags the risk. Neither produces a revenue number. Every PAULA briefing carries a modeled revenue-at-risk range with the assumptions shown.
Contracting negotiates blind
You cannot press a payer on UM behavior you cannot document. The CFO Lens names the disclosure obligations you can demand at the table.
What is inside the CFO Lens
- Modeled revenue-at-risk range with stated baseline assumptions
- Payer-mix impact map (MA, Medicaid MCO, CHIP, commercial)
- Denial-rate trajectory and the cohorts that move first
- Contracting leverage points and disclosure demands
- 90-day finance action sequence with owners
- Board- and audit-ready citation trail
One-time purchase · Instant PDF delivery · No subscription
Read the free brief first.
"AI-Driven Denials Now Require Defensible Human-Review Documentation" — the 5-element attestation checklist and the three converging federal exposures. Free, instant, no card.
Current briefings for your desk.
Payer Prior-Auth APIs Go Live — Decision Rationale Becomes Discoverable
MA Plans Must Now Justify Their UM Criteria
CMS IPO Change Creates Immediate Admission Denial Risk
Payment Pathways for Clinical AI
Questions hospitals ask.
How is the revenue-at-risk figure calculated?
Each range is modeled against a 300-bed acute-care baseline using published CMS volumes, the affected service lines, and observed denial-rate shifts. The assumptions are printed in the briefing so your finance team can re-run them against your own case mix.
Is this a subscription?
No. Every briefing is a one-time purchase delivered as a downloadable executive PDF with citations. You are never enrolled in recurring billing.
Who writes the briefings?
They are authored by a practicing physician executive and reviewed by a board-certified physician advisor. PAULA has no payer affiliation and takes no vendor sponsorship.
One rule change costs more than the briefing.
Physician-authored. Vendor-neutral. No payer affiliation.