AI Healthcare & Insurance-Denial Receipt
When an algorithm denies care, coverage, or a claim, the person affected is often left with a letter, a reference number, and little record of how the decision was actually made or reviewed. PlenaProof does not reverse the decision or judge whether it was right. It documents the trail — the denial or decision, what was submitted, the named human who reviewed it, and how the appeal was handled — so the process can be checked later, by the patient or claimant and by the institution.
Receipt, not verdict
PlenaProof does not determine medical necessity, coverage, eligibility, diagnosis, treatment, or legal rights; does not override any payer, provider, plan, regulator, court, or appeals body; and does not provide medical or legal advice. PlenaProof records the accountable trail: the decision or denial, submitted materials, named human review, appeal/correction steps, and what can be checked later.
The situation
Algorithms increasingly shape healthcare and insurance decisions — prior authorization, claim denials, coverage limits, risk scores. The person affected rarely sees how the decision was reached or whether a human actually reviewed it, which makes a fair appeal hard to mount. The institution, in turn, needs to be able to show that a named person reviewed the case if the decision is later questioned by a regulator, an ombudsman, or a court.
PlenaProof gives both sides the same checkable record of how the decision was handled — without taking a position on the medicine, the coverage, or the law.
What the receipt records
Four parts, captured as they happen — generic and illustrative only.
1 · The decision or denial
What was decided or denied, by which system or process, the basis or code stated, and the date — as communicated to the person affected.
2 · What was submitted
The materials provided in support — request, documentation, or explanation — captured with a timestamp. PlenaProof records that they were submitted; it does not assess their medical or legal merit.
3 · The named human review
Who reviewed the decision — a named person, not an anonymous system output — their role, the date, the outcome, and the reason given.
4 · The appeal or correction
Whether an appeal was filed, the appeal path, and how it was resolved or corrected — so the full handling, not just the outcome, is on the record.
A generic illustration
A claimant receives an automated denial citing a coverage rule. They submit supporting documentation and a short account of their situation. A named reviewer at the plan records an outcome and reason, and the matter proceeds through the plan's own appeal path or to an external review. PLENA's receipt shows each of these steps occurred, when, and who was responsible — without claiming the care was or was not necessary, or the denial right or wrong. Patient names, medical identifiers, and policy numbers are deliberately omitted here; every real receipt uses only what the people involved choose to enter.
What this does not do
It does not determine medical necessity, coverage, eligibility, diagnosis, or treatment. It does not prove a denial was wrong or discriminatory. It does not override any payer, provider, plan, regulator, court, or appeals body. It does not give medical or legal advice. It documents the accountable trail and supports an appeal.