Your recovery team can win cases and your claims loss ratio can still lose. Once a weak claim is paid, the insurer has already surrendered cash, accepted uncertainty, and started a second workflow to get the money back. Recovery may reduce the eventual loss, but it does not erase the time, effort, and opportunity cost of paying first.

Why pay-and-chase weakens the claims loss ratio

The first workflow adjudicates and pays the claim. The second identifies the problem, assembles evidence, contacts the provider or other liable party, negotiates, follows up, and reconciles whatever returns.

This is why pay-and-chase should be treated as an exception, not the control model. In US Medicaid coordination of benefits, the Medicaid and CHIP Payment and Access Commission distinguishes cost avoidance, where liability is identified before payment, from pay-and-chase, where reimbursement is pursued afterward. MACPAC notes that cost avoidance accounts for most of the programme’s third-party-liability savings.

That evidence is specific to a US public programme, not a benchmark for African private insurers. The operating principle still travels: money not wrongly paid does not need to be recovered.

The loss-ratio damage arrives in layers

A paid weak claim first increases claims cost. Then the pursuit adds investigation and reconciliation work. While recovery is unresolved, cash remains outside the business and finance cannot treat every flagged amount as collected.

The hidden tax has four parts:

• Claims leakage: The amount that is never recovered.
• Cash drag: The time between payment and any successful recovery.
• Recovery expense: Analyst hours, clinical review, provider engagement, dispute handling, and reconciliation.
• Decision lag: A slow feedback loop that lets the same pattern recur before rules or contracts change.

Explore Curacel Health to see how claims automation and fraud detection can support a more proactive review workflow.

Move the control point before payment

Pre-payment control does not mean holding every claim or asking a model to deny care. It means clearing valid claims quickly and routing exceptions to the right reviewer while the insurer still controls the cash.

A practical control stack checks:

• Eligibility and benefits: Was the member covered, and is the service within plan rules and limits?
• Duplicate and sequence risk: Has the same event, invoice, or treatment already been submitted or paid?
• Clinical and coding coherence: Do diagnosis, procedure, quantity, timing, and price make sense together?
• Provider behaviour: Does the claim sit outside the provider’s normal pattern or relevant peer group?
• Evidence quality: Are required documents present, legible, and consistent with the claim?

The US Government Accountability Office describes a useful guardrail in its review of Medicare’s Fraud Prevention System: policy-based pre-payment edits can deny claims that violate rules, while risk signals help prioritise providers for investigation. Suspicion should route judgement, not replace it.

Put prevention and recovery on the same dashboard

A CFO should be able to compare prevention with recovery, not see recovery totals in isolation.

• Prevented value: Claims reduced or stopped before payment, with the rule and reviewer outcome recorded.
• Recovery yield: Cash recovered as a share of recoverable amounts, net of recovery cost where possible.
• Recovery age: Days outstanding by provider, reason, and value band.
• False-positive rate: Alerts cleared after review, monitored by rule and provider segment.
• Clean-claim cycle time: Speed for claims that pass controls without avoidable friction.
• Repeat-pattern rate: How often a known issue reappears after intervention.

Together, these measures stop the organisation from celebrating gross recoveries while ignoring the larger pool of preventable leakage.

The Takeaway

Pay-and-chase will remain necessary for late information, disputes, and cases that cannot be resolved before payment. But it is a poor default. The stronger model is to validate what can be validated before cash leaves, move clean claims quickly, and reserve expert attention for genuine exceptions.

That changes the finance conversation from “How much did we recover?” to “How much avoidable loss never reached the ledger?”

Request a Curacel Health demo to map pre-payment checks and exception routing around your claims workflow.