Transform Denials into Revenue with AI-Powered Intelligence

AI-first denial management with enterprise-scale, execution and proven expertise.
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You're Treating Insured Patients. You Just Don't Know It Yet.

Many self-pay patients actually qualify for coverage. But by the time your team identifies eligibility, patients are gone—and so is your revenue. Firstsource changes when enrollment happens: from post-discharge to point-of-care.

  • AI screening. eIdentify coverage opportunities in real-time across Medicaid, commercial insurance, disability programs, and financial assistance
  • Expert counselors. Navigate complex state requirements with direct SSA andMedicaid agency access across all 50 states
  • Digital enrollment tools. Anytime, anywhere 24/7 access enables >90% of patients to complete self-screening, with 40% engaging on the first text

Comprehensive Denials Management and Prevention

Our three-pronged approach spans the end-to-end denials value chain, addressing prevention, mitigation, and management with measurable improvements to your revenue recovery performance.
Prevention

Root Cause Analysis & Proactive Intelligence

Identify root causes with analytics to drive targeted improvements before denials occur.
Consultative services combined with front-end automation and ML intelligence prevent denials at the source. We implement comprehensive process error proofing and provide training and education to reduce denial rates from the start.

•

Mitigation

AI-Powered Propensity Scoring & Smart Routing

Predict denial propensity before claims reach the clearing house.
AI prioritizes claims for follow-up and resubmission, while automated triage routes denials to the right expert. Propensity scoring optimizes resource allocation across your denial portfolio.
management

Effective Appeal Process & Expert Resolution

Leverage industry expertise and intelligent automation to drive successful outcomes.
Automated first-pass appeals maximize recovery rates. Comprehensive subject matter expertise and AI-generated appeal letters based on payer policy streamline resolution across all denial types.
How we deliver value

AI-First Denials Management

Enterprise-Scale Results Across the Complete Denial Lifecycle
Denial Intelligence
GenAI Appeals
Policy Advisor Copilot
Policy Advisor Copilot

Predictive Analytics That Actually Predict

Interpret claims and remittance data with precision using AI.

Dashboards optimize workflows based on real performance metrics, not vanity analytics.

Smart work queues prioritize high-impact denials while predictive models flag risks before they materialize.

We track complete denial lifecycles, including payment reversals, because every dollar matters.

Automation that wins

Generative AI creates policy-compliant appeals that overturn denials.

Medical necessity and DRG analysis draws from specific payer policies, not generic templates.

Auto-triage routes denials through optimal resolution paths while automated submission accelerates your cash collection timeline.

This isn't workflow improvement; it's revenue recovery transformation.

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Compliance Without Complexity

LLM-based navigation eliminates policy research delays.

Instant access to current guidelines with custom knowledge bases deployed in days, not quarters.

Minimized hallucinations ensure compliance accuracy while queries for CPT bundling, coverage rules, andlimitations deliver immediate answers.

Policy complexity solved, not managed.

‍

Compliance Without Complexity

LLM-based navigation eliminates policy research delays.

Instant access to current guidelines with custom knowledge bases deployed in days, not quarters.

Minimized hallucinations ensure compliance accuracy while queries for CPT bundling, coverage rules, andlimitations deliver immediate answers.

Policy complexity solved, not managed.

‍

PROVEN OUTCOMES

Precise Results. Exact Timelines. Guaranteed Performance.

We deliver AI-first denial management with enterprise-scale execution and proven expertise.

$2M

Denial charges recovered within 9 months for a critical access hospital

40%

Reduction in COB & additional documentation denials

$350K

Revenue lift from the collectability model implementation

200+

Business rules created for the client's business office and ML models
INSIGHTS

Latest from the Firstsource team

Insights from the field, real operations, real outcomes, and perspectives from the people making it work in live operations.
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RCM fragmentation in healthcare

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HR 1 and shifting coverage landscape five steps health systems can take now
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HR 1 and shifting coverage landscape five steps health systems can take now

Five steps health systems should take now to prepare for the coverage and reimbursement impacts of H.R. 1 and the shifting federal health policy landscape.
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Turning denials into revenue: how one health system cut appeal turnaround by >75%
Case Study

Turning denials into revenue: how one health system cut appeal turnaround by >75%

Discover how a nonprofit hospital cut denial appeal turnaround by 75% and boosted collections with AI-driven analytics, clinical expertise, and proactive denials management.
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