Maria Abbasi
Revenue integrity is not a glamorous phrase. In three decades I have never once heard it quicken a pulse in a boardroom. What it describes is plain enough: the discipline of making a medical claim correct before it leaves the hospital, rather than arguing over it after a payer sends it back.
In practice, it is a sequence, and the order is everything. Eligibility is confirmed at registration, before treatment, so nobody is admitted on an assumption. Trained coders assign the diagnostic and procedure codes. The codes and the clinical notes are then read against one another before submission, so a charge the record cannot support is caught inside the building rather than outside it. The payer’s own rules are applied at the same desk. And the audit trail is written as the claim is assembled – a record made at the time, not a reconstruction produced years afterwards under pressure.
America built this industry because it exhausted every alternative first. It prosecuted, it recovered, it announced record settlements – and still lost money faster than it could chase it. The lesson arrived in its own accounts: the overwhelming share of what regulators classify as improper payment is not theft at all, but missing or inadequate documentation. Bills nobody can prove wrong and nobody can prove right. That is not a policing problem. It is a paperwork problem, and paperwork problems are solved at the desk where the paper is made.
Britain is learning the same lesson more slowly. The Department of Health’s current counter-fraud strategy estimates that £1.346 billion of NHS funding is vulnerable to fraud each year. The response is investigators, intelligence units and recovery targets – every one of them downstream, every one of them after the money has moved. A claim validated at the point of coding would spare more than a year of prosecutions.
The Gulf has moved fastest and built best. Saudi Arabia routes claims through NPHIES; Dubai mandates electronic submission through eClaimLink; Abu Dhabi governs health data through Shafafiya. These are national rails of real quality. But a rail carries only what is loaded onto it. An exchange can confirm that a claim is complete, that the patient is covered, that the timing is correct. It cannot judge whether a physician’s note justifies the code attached to it. That decision is made at a desk, upstream of every platform ever built.
And Pakistan? We have the harder half already finished. NADRA’s registry, the CNIC serving as the card itself, a thumbprint taken at admission – an identity layer better than most countries of our means possess, and built by our own hands. Above it now sits a payment layer: roughly Rs40 billion approved to fund free hospitalisation through to June 2027. Between the two there is nothing. No check on whether the treatment billed is the treatment given. The Auditor General’s observations on an earlier phase of the same scheme – irregularities past Rs28 billion, most of which will be quietly settled without anybody establishing what happened – are not proof of mass theft. They are proof that nobody can tell.
That is precisely what revenue integrity ends: the not being able to tell. It will not stop a physician who invents a patient; nothing will. But it closes the fog in which ordinary leakage hides and leaves the deliberate fraudster standing alone in an empty field, visible at last. Thirty years in, I know of no cheaper reform available to any health system anywhere. The cheapest rupee, pound or riyal to recover has always been the one that was never paid out.
