Recover cash already earned — without handing the queue to a black box.
Physician groups and MSOs lose money in denials, underpayments and aging A/R. Fortress diagnoses that stream, proves the fix in Shadow Mode, then runs the high-volume, rule-bound work under a named owner. Clinical and financial accountability never leaves your organization.
Fits when a group, MSO or small regional system has a denial or A/R queue large enough to own, and a CFO or VP of revenue cycle who can sit the weekly review.
The money is already on the books. The queue cannot work it fast enough.
Providers are not buying AI. They are trying to collect what payers already owe, cut cost-to-collect, and stop aging worklists from consuming the team.
- Denials worked late, inconsistently, or not at all before the appeal window closes.
- Underpayments never identified because contract terms are not compared to remittance.
- A/R aging past the point where recovery still returns more than it costs.
- Eligibility and registration errors upstream that generate predictable rework.
- Prior-authorization delays that defer or forfeit revenue on scheduled services.
- Queue volume exceeding capacity, so work is prioritized by recency rather than value.
Assess. Prove. Then operate one workflow.
Start with one denial class and payer mix. Expand only after controls and quality hold.
01 Assess
Three to four weeks. Baseline denial volume and categories, A/R aging, appeal rate, labor effort and cost per worked account. Rank workflows by recoverable value, readiness and compliance risk. Pick one payer and workflow. Write BAA, access and evaluation requirements.
02 Prove
Shadow Mode, read-only. Classify denials, assemble packets, draft appeals, recommend next actions. Compare outputs to staff decisions on a 20–50 case set. No autonomous submissions, write-offs or patient communication.
03 Operate
Recurring capacity on the proven workflow: worklist monitoring, administrative-denial remediation, packet prep, underpayment flags, payer-status follow-up, root-cause reporting. Environment scoped here — yours, one you own, or hosted by Fortress or a named partner.
Queue governance, exception handling and the weekly review stay Fortress's own team throughout Operate — that never moves. Where the recurring work depends on technology, Fortress helps you integrate it into a platform you already run; where it calls for a more complex build or hosting, Fortress connects you with a vetted partner from its own ecosystem to build and run it, under a direct agreement between you and that partner.
Six workflows. One starts first.
Denial management
Ingest and categorize. Assemble packets. Watch appeal deadlines. Prepare evidence for recovery.
Volume · preventable rate · cycle time · recovery accuracy
Underpayment identification
Expected vs received. Detect variance. Prepare research packets. Track disposition.
Validated variance · recovery realized · false-positive rate · aging
A/R follow-up
Prioritize aged accounts by risk. Retrieve status. Prepare next action. Escalate exceptions.
A/R days · aging mix · throughput · resolution time · cash cycle
Eligibility verification
Verify coverage. Normalize responses. Identify discrepancies. Route exceptions.
Completion rate · turnaround · exception rate · avoidable eligibility denials
Prior authorization support
Compile checklists. Flag missing material. Monitor status. Prompt clinical review. Escalate pending cases.
Cycle time · pending age · missing-info handoffs · avoidable auth denials
Claim status and queue management
Retrieve and normalize status. Identify next work. Update queues. Escalate stalled claims.
Status cycle time · queue age · resolved volume · escalation timeliness
What can be operated. What always stays yours.
Fortress can run
- Worklist monitoring and queue prioritization
- Administrative denial classification and packet prep
- Underpayment flags against remittance
- Payer-status follow-up
- Eligibility checks and discrepancy routing
- Prior-auth checklist and status chase
Always human-owned
- Final coding and clinical review of denials
- Appeal strategy and submission decisions
- Contract interpretation and payer relationships
- Eligibility exceptions that need patient communication
- Medical-necessity determinations
- Write-off and bad-debt decisions
Fortress does not operate a workflow that makes a final adverse determination about a person.
What we engineer toward. Not what we guarantee.
Targets are set against your baseline in the diagnostic and measured in the monthly value review.
Production PHI only after a BAA and human gates.
Clarity Session
No PHI. No production dump. Bring the queue and the number.
BAA before claims data
A business associate agreement, downstream terms and named model vendors before any live workflow or diagnostic extract touches PHI.
Least privilege
Isolated environment. Encryption in transit and at rest. Logs of who saw what, which model ran, and who approved a write.
Narrow stack first
Typically a practice-management or EHR extract plus a clearinghouse remit feed. Additional portals after the first stack is stable.
Protected health information is in scope the moment we touch claims, remittance or patient data. That access does not start in the Clarity Session.
What stays when we leave
A named owner for every metric, a huddle that catches problems while they are small, and a scorecard your team trusts. What holds a gain in denial rate is a team that keeps catching it upstream — not a report that once told them to. Cadence and the authority ladder live on How We Operate.
If the constraint is ownership and decision rights rather than one queue, that is Target Operating Model Design. If the seat is empty or overloaded, that is Fractional COO.
Bring the queue that is costing you cash.
Twenty minutes. No deck. No PHI. We will tell you whether a diagnostic is warranted, which workflow should go first, and what evidence Shadow Mode will need.
The session is free. The diagnostic is not.