Accuity results for Temple Health
Capturing $6.8M in annualized net cash
Strengthens Medicaid reimbursement through Accuityʼs physician-governed AI
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About Temple Health
Temple Health treats one of the most medically complex patient populations in the country, where clinical complexity can easily go underrepresented in documentation. With more than half of its payer mix composed of Medicaid, Temple operates on thin margins while delivering high-acuity care to a vulnerable community. As the One Big Beautiful Bill (OBBB) legislation signaled significant reductions in Medicaid reimbursement, leaders knew they needed to strengthen revenue integrity, ensure defensible documentation, and accurately reflect the true severity of the care they provide.
The challenge
With the second-highest Medicaid population in the country, Temple faced intense financial and operational pressure:
- ~50% Medicaid payer mix reducing reimbursement flexibility
- Medicaid funding cuts making it critical to ensure revenue reimbursement across payers
- Underrepresentation of actual clinical severity, limiting CMI and affecting quality metrics
- A need for fully defensible denials, especially for Medicaid and managed Medicaid
- Desire to improve documentation clarity without adding work to physicians or CDI teams
Accurately capturing the acuity of Templeʼs patient population was essential to both financial stability and quality performance. Accuityʼs physician-governed AI, paired with board-certified multispecialty physicians, helped reveal documentation gaps, elevate clinical clarity, and support improved financial results at scale.
Why Accuity
Temple sought a partner capable of capturing the true acuity of the care they provided and supporting upstream improvement without adding burden to internal teams. Accuityʼs 60-day pilot, which validates financial impact before any fees are due, offered a clear way to understand opportunity and assess long-term value.
“We chose Accuity because they have the best technology solution and they are the leader in generating the highest net cash benefit in a compliant manner.”
The results
Through its partnership with Accuity, Temple captured $6.8M in annualized net cash benefit and a 1.4% CMI increase on charts reviewed. By capturing the true complexity of each case, the system improved the accuracy of its Medicaid reimbursement and strengthened how severity and risk were reflected in quality reporting. It also reinforced the defensibility of its claims, particularly for Medicaid and managed Medicaid plans.
Peer-to-peer physician engagement further drove upstream documentation improvement, positioning the organization to navigate future medicaid payment pressures and prepare for upcoming legislative changes with greater stability and precision.
Accuity impact for Temple Health
- $6.8M Annualized net cash benefit
- 1.4% CMI improvement on charts reviewed by Accuity
- ✓ Stronger defensibility for Medicaid claims
Accuity’s proof-of-concept pilot
Temple launched Accuity’s 60-day pilot to validate opportunity with limited operational disruption and no upfront financial commitment. The physician-governed AI identified critical documentation and coding gaps, while physicians across 19 subspecialties were paired with coders.
Accuity’s full-service operating model minimized the burden on Temple’s teams and allowed physicians and leaders to stay engaged without adding significant operational lift. The combined power of physician judgment and physician-governed AI uncovered insights neither technology nor manual review alone could produce, demonstrating the strength of Accuity’s human-in-the-loop model and continuously improving data moat.
The pilot’s results confirmed the financial and clinical value of the partnership, and Temple University Health System moved forward with a long-term engagement.
