CORNERSTONE SPECIALTY WEST MONROE
1. Target Overview & Investment Thesis
CORNERSTONE SPECIALTY WEST MONROE is a 41-bed rural/critical access in nan, LA with $17.3M in net patient revenue and a -0.0% operating margin. The hospital serves a payer mix of 75.2% Medicare, 1.7% Medicaid, and 23.1% commercial.
Thesis: Turnaround. Our ML models identify $1.3M in annual EBITDA improvement potential from RCM optimization across 5 levers, lifting margin from -0.0% to 7.3% (+736bps).
| Net Revenue HCRIS | $17.3M |
| Current EBITDA COMPUTED | $-8K |
| Operating Margin COMPUTED | -0.0% |
| Occupancy HCRIS | 72.1% |
| Revenue / Bed COMPUTED | $422K |
| Net-to-Gross HCRIS | 14.9% |
| Distress Probability ML | 43.7% |
2. Market Context & Competitive Position
LA has 212 Medicare-certified hospitals with a median operating margin of -3.5%. The target's margin of -0.0% places it above the state median. Among 118 size-comparable peers (20-82 beds), the median margin is -5.0%. The target performs in line with or above peers.
3. RCM Performance Analysis — Comparable Hospitals
Comps selected by bed count (20-82), prioritizing same-state peers. 118 hospitals in the comp set.
| Hospital | State | Beds | Revenue | Margin |
|---|---|---|---|---|
| CORNERSTONE SPECIALTY WEST MON (Target) | LA | 41 | $17.3M | -0.0% |
| UNIVERSITY HOSPITAL & CLINICS | LA | 52 | $158.9M | -33.4% |
| SOUTHERN REGIONAL MEDICAL CORP | LA | 64 | $97.3M | -50.0% |
| NATCHITOCHES REGIONAL MEDICAL | LA | 81 | $82.4M | -21.8% |
| NEW ORLEANS EAST HOSPITAL | LA | 60 | $77.6M | -29.7% |
| OCHSNER BAYOU LLC | LA | 25 | $76.5M | -0.9% |
| OUR LADY OF THE ANGELS HOSPITA | LA | 36 | $76.2M | -4.9% |
| CENTRAL LOUISIANA SURGICAL HOS | LA | 24 | $69.1M | 7.7% |
| ABBEVILLE GENERAL HOSPITAL | LA | 44 | $68.5M | 3.4% |
4. Predicted Improvement Opportunities
Improvement targets set at P75 of comparable peers with 60% gap closure assumption. Coefficients calibrated to published research bands. Total EBITDA uplift: $1.3M (736bps margin improvement).
| Lever | Current | Target | EBITDA Impact | Margin | Ramp |
|---|---|---|---|---|---|
| Net Collection Rate | 93.5% | 97.0% | $363K | +210bp | 18mo |
| Cost to Collect | 4.5% | 2.5% | $346K | +200bp | 12mo |
| Denial Rate Reduction | 12.0% | 6.5% | $342K | +198bp | 12mo |
| A/R Days Reduction | 5200.0% | 3800.0% | $210K | +122bp | 9mo |
| Clean Claim Rate | 88.0% | 96.0% | $11K | +6bp | 6mo |
5. EBITDA Bridge
| Current EBITDA | $-8K |
| + RCM Uplift | +$1.3M |
| Pro Forma EBITDA | $1.3M |
| Current Margin | -0.0% |
| Pro Forma Margin | 7.3% |
| WC Released (1x) | $663K |
6. Returns Analysis — Scenario Matrix
5-year hold, 5.5x leverage, 3% organic growth, 10%/yr debt paydown. Base case uses 100% of predicted RCM uplift. Bull case: 130% uplift at lower entry. Bear case: 50% uplift at higher entry.
| Scenario | Entry | Exit | Equity In | Equity Out | MOIC | IRR |
|---|---|---|---|---|---|---|
| Base Case | 10.0x | 10.0x | $-12K | $12.7M | 0.00x | -100.0% |
| Base (11x exit) | 10.0x | 11.0x | $-12K | $13.9M | 0.00x | -100.0% |
| Bull Case | 9.0x | 11.0x | $-10K | $18.1M | 0.00x | -100.0% |
| Bull (12x exit) | 9.0x | 12.0x | $-10K | $19.8M | 0.00x | -100.0% |
| Bear Case | 11.0x | 10.0x | $-13K | $6.3M | 0.00x | -100.0% |
| Bear (11x exit) | 11.0x | 11.0x | $-13K | $6.9M | 0.00x | -100.0% |
7. Key Risks & Mitigants
| Severity | Risk Factor | Mitigant |
|---|---|---|
| High | Negative operating margin | RCM uplift bridge shows clear path to profitability; working capital release provides near-term cash cushion |
| Medium | Heavy Medicare dependence | Medicare comprises 75.2% of days; rate updates may lag inflation. Mitigant: CDI/CMI lever directly increases Medicare reimbursement |
| Low | Low net-to-gross ratio | Large contractual allowances suggest pricing discipline issues. Mitigant: payer renegotiation is an additional upside lever |
8. Data Sources & Methodology Appendix
Data Sources
- CMS HCRIS Cost Reports (Medicare-certified hospitals)
- CMS Medicare Utilization (DRG-level volumes)
- CMS Chronic Conditions (county-level disease prevalence)
- HCRIS multi-year trend data (financial time series)
Comparable Selection
- 118 hospitals with 20-82 beds
- Same-state prioritization (n=119)
- Comp margins: P25=-22.3% / P50=-5.0% / P75=4.6%
Bridge Methodology
- Targets: P75 of comparable peers (60% gap closure)
- Denial: avoidable share = 35% of delta × NPR
- AR: bad debt coefficient = $0.65 per day per $1K NPR
- NCR: 60% coefficient on collection rate improvement
- CDI: 0.75% of Medicare revenue per 0.01 CMI point
Returns Assumptions
- Leverage: 5.5x entry (84.6% debt / 15.4% equity)
- Organic growth: 3% annual EBITDA growth
- Debt paydown: 10% of principal per year
- Hold period: 5 years
Generated by SeekingChartis on April 26, 2026. All predictions use public data only. Confidence intervals calibrated via split conformal prediction (90% coverage target). This memo is for informational purposes and does not constitute investment advice.