Arclight Insights

This fully favorable Medicare decision demonstrates that an Administrative Law Judge can accept and cite real-world evidence in a wound-care audit appeal. The decision discusses an appellant-submitted case series and evidence summary as support for data-driven treatment decisions, outcome tracking, and selective use of skin substitute products.

One day, the clinic is treating chronic wounds, tracking measurements, managing comorbidities, ordering products, documenting conservative care, and trying to keep fragile patients out of the hospital. The next day, a government contractor is asking for records, questioning medical necessity, challenging product use, and potentially placing hundreds of thousands - or even millions - of dollars at risk. The first instinct is understandable: call a lawyer. Sometimes, that is the right move. If there are fraud allegations, a payment suspension, OIG involvement, a DOJ referral, licensure exposure, or a complex legal issue beyond the Medicare appeal itself, healthcare counsel may be essential. But here is the part many providers do not realize: You do not automatically need a lawyer to handle a Medicare audit appeal.

How WISeR, Private-Payer AI Denials, and Medicare Audit Appeals Reveal Why High-Stakes Public AI Systems Must Be Co-Created Before Procurement

UPICs are paid to find fraud, waste, and abuse. But who measures whether their determinations are right? This updated Arclight Insights white paper estimates the hidden systemic cost of reversed, plausibly reversible, and unappealed UPIC determinations at $49 million to $250 million annually, while documenting a deeper measurement failure: CMS does not publish contractor-level appeal outcomes. The paper argues that Medicare program integrity should measure accuracy, not just activity.

How reimbursement dynamics and incentives create rapid pricing escalation in skin substitute markets.

How denial rationales shift across audit stages, undermining due process and consistent adjudication.

Two hundred and fifty years after Thomas Paine used Common Sense to challenge inherited authority, this essay asks what a legitimacy audit would reveal about American public institutions today. It argues that declining public trust, fiscal opacity, institutional capture, and administrative complexity are not just political frustrations; they are design failures that become more dangerous as artificial intelligence enters the machinery of government. The essay makes a case for AI as a civic accountability layer: not a tool merely for government to process, monitor, or enforce faster, but a tool citizens can use to see public power more clearly. Its central principle is simple: audit before automation, co-creation before deployment, and public purpose before institutional convenience.