Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 78% of modeled bridge. Strengths: Occupancy Rate, Revenue per Bed. Risks: Bed Count. Risk-adjusted uplift: $30.8M (vs $39.5M 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 | $15.0M | $15.0M | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $14.4M | $412K | $14.8M | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $2.3M | $6.8M | $9.1M | $28.8M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $480K | $480K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 31.2% 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 | $3.7M | $7.5M | $11.2M | $15.0M | $15.0M | $15.0M | $15.0M |
| Denial Rate Reduction | $0 | $3.7M | $7.4M | $11.1M | $14.8M | $14.8M | $14.8M | $14.8M |
| A/R Days Reduction | $0 | $3.0M | $6.1M | $9.1M | $9.1M | $9.1M | $9.1M | $9.1M |
| Clean Claim Rate | $0 | $240K | $480K | $480K | $480K | $480K | $480K | $480K |
| Cumulative | $0 | $10.7M | $21.5M | $32.0M | $39.5M | $39.5M | $39.5M | $39.5M |
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 $39.5M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 91% / 25.4x | 96% / 28.6x | 100% / 31.8x | 102% / 33.4x | 104% / 35.0x |
| 9.0x | 86% / 22.2x | 90% / 25.1x | 95% / 27.9x | 97% / 29.3x | 98% / 30.7x |
| 10.0x | 81% / 19.7x | 86% / 22.2x | 90% / 24.8x | 92% / 26.1x | 94% / 27.3x |
| 11.0x | 77% / 17.6x | 82% / 19.9x | 86% / 22.2x | 88% / 23.4x | 90% / 24.6x |
| 12.0x | 74% / 15.9x | 78% / 18.0x | 82% / 20.1x | 84% / 21.2x | 86% / 22.2x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline 65% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 2.3x, adding 6.2 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 | $14.3M | — | $14.3M | 1.9% |
| Year 1 | $14.7M | +$26.3M | $41.0M | 5.5% |
| Year 2 | $15.2M | +$39.5M | $54.6M | 7.3% |
| Year 3 | $15.6M | +$39.5M | $55.1M | 7.3% |
| Year 4 | $16.1M | +$39.5M | $55.5M | 7.4% |
| Year 5 | $16.6M | +$39.5M | $56.0M | 7.5% |
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 | $7.5M | $11.2M | $15.0M | $18.0M |
| Denial Rate Reductio | $7.4M | $11.1M | $14.8M | $17.8M |
| A/R Days Reduction | $4.6M | $6.8M | $9.1M | $11.0M |
| Clean Claim Rate | $240K | $360K | $480K | $576K |
| Total | $19.7M | $29.6M | $39.5M | $47.3M |
Peer Context — Where This Hospital Sits
Key metrics vs 37 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | 1.9% | -14.9% | -10.4% | -1.5% | P81 |
| Net-to-Gross | 30.1% | 23.0% | 27.5% | 31.2% | P65 |
| Occupancy | 92.8% | 63.7% | 75.6% | 89.1% | P81 |
| Rev/Bed | $3.6M | $1.3M | $2.0M | $2.7M | P92 |
| Exp/Bed | $3.5M | $1.6M | $2.3M | $2.9M | P89 |
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.