Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 73% of modeled bridge. Strengths: Occupancy Rate, Commercial Payer %. Risks: Revenue per Bed, Net-to-Gross Ratio. Risk-adjusted uplift: $1.0M (vs $1.4M 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 | $539K | $539K | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $519K | $15K | $534K | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $83K | $245K | $328K | $1.0M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $17K | $17K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 52.7% 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 | $135K | $270K | $405K | $539K | $539K | $539K | $539K |
| Denial Rate Reduction | $0 | $133K | $267K | $400K | $534K | $534K | $534K | $534K |
| A/R Days Reduction | $0 | $109K | $219K | $328K | $328K | $328K | $328K | $328K |
| Clean Claim Rate | $0 | $9K | $17K | $17K | $17K | $17K | $17K | $17K |
| Cumulative | $0 | $386K | $773K | $1.2M | $1.4M | $1.4M | $1.4M | $1.4M |
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 $1.4M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 45% / 6.3x | 49% / 7.4x | 53% / 8.4x | 55% / 9.0x | 57% / 9.5x |
| 9.0x | 39% / 5.2x | 44% / 6.2x | 48% / 7.1x | 50% / 7.6x | 52% / 8.1x |
| 10.0x | 34% / 4.4x | 39% / 5.2x | 44% / 6.1x | 46% / 6.5x | 47% / 7.0x |
| 11.0x | 30% / 3.7x | 35% / 4.5x | 39% / 5.2x | 41% / 5.6x | 43% / 6.0x |
| 12.0x | 26% / 3.1x | 31% / 3.8x | 35% / 4.5x | 37% / 4.9x | 39% / 5.2x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline -13% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 7.4x, adding 1.1 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 | $9.6M | — | $9.6M | 35.5% |
| Year 1 | $9.9M | +$946K | $10.8M | 40.1% |
| Year 2 | $10.2M | +$1.4M | $11.6M | 43.0% |
| Year 3 | $10.5M | +$1.4M | $11.9M | 44.1% |
| Year 4 | $10.8M | +$1.4M | $12.2M | 45.2% |
| Year 5 | $11.1M | +$1.4M | $12.5M | 46.4% |
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 | $270K | $405K | $539K | $647K |
| Denial Rate Reductio | $267K | $400K | $534K | $641K |
| A/R Days Reduction | $164K | $246K | $328K | $394K |
| Clean Claim Rate | $9K | $13K | $17K | $21K |
| Total | $709K | $1.1M | $1.4M | $1.7M |
Peer Context — Where This Hospital Sits
Key metrics vs 46 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | 35.5% | -7.2% | 3.5% | 17.4% | P93 |
| Net-to-Gross | 74.6% | 19.1% | 27.3% | 52.7% | P93 |
| Occupancy | 74.0% | 45.9% | 65.3% | 75.5% | P65 |
| Rev/Bed | $449K | $439K | $687K | $1.6M | P26 |
| Exp/Bed | $290K | $380K | $657K | $1.2M | P9 |
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.