Payer risk
Know which payers are risky before the authorization even starts.
ABACare matches payer issuers and lines of business, then evaluates coverage risk across eligibility status, authorization health and payer-specific rule requirements.
A payer's rules, with their source and version.
The rules a claim is checked against, and where each one came from. This is the product, on a fictional clinic.
Three risk dimensions, one next action.
Each client's coverage card is evaluated across eligibility, authorization and payer rules. Authorization status uses a 60-day renewal window or 90% of units used. The separate at-risk signal is within 14 days of expiry or 70% used; a green status can still carry unit-use risk. Every finding becomes its own flag with a severity, and the highest-severity flag selects the single next action ABACare recommends.
| Dimension | Low | Moderate | High |
|---|---|---|---|
| Eligibility | Active coverage confirmed | Coverage active but expiring soon | Inactive or missing eligibility |
| Authorization | GREEN: outside the reauth window, under 90% utilized | YELLOW: inside the 60-day reauth window, or 90% of units used | RED: expired or units exhausted |
| Payer rules | Payer rule pack matched | Partial rule match, manual review needed | No payer rule pack, unknown requirements |
How payers are matched and their rules governed.
- Payer issuer matching. ABACare identifies the actual payer behind a plan name, not just the front-end label. That matters when a commercial plan is administered by a Medicaid MCO or a third-party administrator.
- Governed line-of-business mapping. Configured issuer and line-of-business mappings select the applicable pack. Unknown, self-funded and ASO arrangements stay visible and route to review instead of inheriting guessed rules.
- Coverage risk flags. The coverage card raises severity-tagged flags across eligibility, authorization and payer-rule status: info, warning or critical. The highest-severity flag selects the single next action for that client.
- Versioned payer rule packs. Only reviewed, effective versions can enforce CPT coverage, authorization, documentation and billing edits. Every active pack retains its source and change provenance.
- Official-source monitoring. When the required production credentials and source configuration are enabled, registered payer and regulator sources can be checked on a bounded schedule. Live source monitoring has not been verified. Content changes create immutable snapshots and a review task; they do not silently rewrite live rules.
- Fail-closed promotion. Automated extraction proposes structured changes. Deterministic validation and human activation keep unsupported or ambiguous updates out of operational enforcement.
A worked example, three clients with three levels of risk.
An example with invented figures, to show how the chain works. It is not a customer result and not a prediction for your clinic.
| Level | Client situation | What ABACare raises |
|---|---|---|
| Low risk | Active eligibility, GREEN authorization, matched payer rules. | Coverage appears reviewable. Keep eligibility fresh before claim submission. |
| Moderate risk | Active eligibility, YELLOW authorization expiring in 21 days, matched payer rules. | An auth-renewal-window warning, and the authorization surfaced for reauthorization work. |
| High risk | Inactive eligibility, RED authorization, no payer rule pack. | Confirm coverage directly with the payer before scheduling or billing, and start authorization remediation. Billing is held. |
What ABACare does today, and what it does not.
- Does: raise severity-tagged flags and pick one next action per client.
- Does: hold a claim for a payer with no reviewed rule pack instead of borrowing another payer's rules.
- Does not: compute a numeric risk score or rank clients against each other.
- Does not: carry reviewed rule packs for every payer. Reviewed packs exist today for seven Texas Medicaid payers.
Questions about payer rules and coverage risk.
- What is a payer rule pack?
- A versioned set of rules for one payer: CPT coverage, authorization, documentation and billing edits. Only a reviewed, effective version can enforce, and each one keeps its source and change history.
- What happens with a payer that has no rule pack?
- The claim is held for a person to review. ABACare never borrows another payer's rules.
- Does ABACare score coverage risk?
- It raises severity-tagged flags, info, warning or critical, and the highest one selects the next action. It does not compute a numeric score.
- What happens when a payer changes its rules?
- Configured official sources can be checked on a bounded schedule once the required production credentials are enabled. Live monitoring has not been verified. A detected change creates a snapshot and a review task; a person must activate a new rule version.