Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 64% of modeled bridge. Strengths: Bed Count. Risks: Occupancy Rate. Risk-adjusted uplift: $1.3M (vs $2.0M modeled).
EBITDA Bridge — 7 RCM Levers
Each bar shows the annual EBITDA impact at full run-rate. Revenue levers increase top-line; cost levers reduce operating expense; cash acceleration releases working capital. Calibrated to published research bands (Denial 12%→5% = $8-15M on $400M NPR).
Lever Detail
Each value shows its data source. SELLER = seller data room, DEFAULT = model default, BENCHMARK = P75 peer benchmark.
| Lever | Current | Target | Revenue | Cost | EBITDA | WC | Ramp |
|---|---|---|---|---|---|---|---|
| Cost to Collect | 4.5% DEFAULT | 2.5% BENCHMARK | $0 | $752K | $752K | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $724K | $21K | $744K | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $115K | $342K | $457K | $1.4M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $24K | $24K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 52.9% BENCHMARK | $0 | $0 | $0 | $0 | 18mo |
| CDI / Case Mix Index | 135.0% DEFAULT | 142.0% BENCHMARK | $0 | $0 | $0 | $0 | 18mo |
Implementation Timing Curve
Linear ramp to full run-rate per lever. Month 0 = close date. Partners should expect 60-70% of total uplift realized by month 12.
| Lever | M0 | M3 | M6 | M9 | M12 | M18 | M24 | M36 |
|---|---|---|---|---|---|---|---|---|
| Cost to Collect | $0 | $188K | $376K | $564K | $752K | $752K | $752K | $752K |
| Denial Rate Reduction | $0 | $186K | $372K | $558K | $744K | $744K | $744K | $744K |
| A/R Days Reduction | $0 | $152K | $305K | $457K | $457K | $457K | $457K | $457K |
| Clean Claim Rate | $0 | $12K | $24K | $24K | $24K | $24K | $24K | $24K |
| Cumulative | $0 | $539K | $1.1M | $1.6M | $2.0M | $2.0M | $2.0M | $2.0M |
Returns Sensitivity (IRR / MOIC)
5-year hold, 5.5x leverage, 3% organic growth, 10%/yr debt paydown. Green = exceeds 20% IRR hurdle. Amber = 15-20%. Red = below hurdle or loss. RCM uplift of $2.0M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 57% / 9.4x | 61% / 10.8x | 65% / 12.2x | 67% / 12.9x | 69% / 13.6x |
| 9.0x | 52% / 8.0x | 56% / 9.2x | 60% / 10.5x | 62% / 11.1x | 64% / 11.7x |
| 10.0x | 47% / 6.9x | 52% / 8.0x | 56% / 9.1x | 57% / 9.7x | 59% / 10.2x |
| 11.0x | 43% / 6.0x | 47% / 7.0x | 52% / 8.0x | 53% / 8.5x | 55% / 9.0x |
| 12.0x | 39% / 5.2x | 44% / 6.1x | 48% / 7.1x | 50% / 7.5x | 52% / 8.0x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline 17% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 5.4x, adding 3.1 turns of cushion.
5-Year Value Creation Waterfall
EBITDA trajectory: 3% organic growth + RCM uplift ramp (full run-rate at month 18).
| Base EBITDA | RCM Uplift | Total | Margin | |
|---|---|---|---|---|
| Entry | $3.5M | — | $3.5M | 9.2% |
| Year 1 | $3.6M | +$1.3M | $4.9M | 13.0% |
| Year 2 | $3.7M | +$2.0M | $5.7M | 15.0% |
| Year 3 | $3.8M | +$2.0M | $5.8M | 15.3% |
| Year 4 | $3.9M | +$2.0M | $5.9M | 15.6% |
| Year 5 | $4.0M | +$2.0M | $6.0M | 16.0% |
Achievement Sensitivity
What if we only achieve a fraction of each lever? 50% = conservative, 75% = base management case, 100% = plan, 120% = stretch.
| Lever | 50% | 75% | 100% | 120% |
|---|---|---|---|---|
| Cost to Collect | $376K | $564K | $752K | $902K |
| Denial Rate Reductio | $372K | $558K | $744K | $893K |
| A/R Days Reduction | $229K | $343K | $457K | $549K |
| Clean Claim Rate | $12K | $18K | $24K | $29K |
| Total | $989K | $1.5M | $2.0M | $2.4M |
Peer Context — Where This Hospital Sits
Key metrics vs 88 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | 9.2% | -9.9% | 1.6% | 8.6% | P76 |
| Net-to-Gross | 42.3% | 38.2% | 47.0% | 52.9% | P37 |
| Occupancy | 32.3% | 25.5% | 37.7% | 49.9% | P40 |
| Rev/Bed | $1.5M | $937K | $2.0M | $3.1M | P38 |
| Exp/Bed | $1.4M | $1.1M | $1.8M | $3.0M | P33 |
Bridge Methodology
Coefficients calibrated to published research bands: denial 12%→5% = $8-15M on $400M NPR. Current metrics estimated from HCRIS public data and ML predictions. Target metrics set at P75 peer benchmarks with 60% gap closure assumption. Revenue levers use NPR × delta × avoidable share. Cost levers use claims volume × cost per reworked claim. Working capital from AR reduction is one-time cash (not included in recurring EBITDA). Returns assume 5.5x leverage, 3% organic growth, 10%/yr debt paydown.