Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 71% of modeled bridge. Strengths: Occupancy Rate, Bed Count. Risk-adjusted uplift: $1.4M (vs $1.9M 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 | $726K | $726K | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $698K | $20K | $718K | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $111K | $330K | $442K | $1.4M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $23K | $23K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 58.3% 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 | $181K | $363K | $544K | $726K | $726K | $726K | $726K |
| Denial Rate Reduction | $0 | $180K | $359K | $539K | $718K | $718K | $718K | $718K |
| A/R Days Reduction | $0 | $147K | $294K | $442K | $442K | $442K | $442K | $442K |
| Clean Claim Rate | $0 | $12K | $23K | $23K | $23K | $23K | $23K | $23K |
| Cumulative | $0 | $520K | $1.0M | $1.5M | $1.9M | $1.9M | $1.9M | $1.9M |
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 $1.9M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 62% / 11.2x | 66% / 12.8x | 70% / 14.4x | 72% / 15.2x | 74% / 16.0x |
| 9.0x | 57% / 9.6x | 61% / 11.0x | 65% / 12.4x | 67% / 13.1x | 69% / 13.8x |
| 10.0x | 53% / 8.3x | 57% / 9.6x | 61% / 10.8x | 63% / 11.5x | 65% / 12.1x |
| 11.0x | 49% / 7.2x | 53% / 8.4x | 57% / 9.6x | 59% / 10.1x | 61% / 10.7x |
| 12.0x | 45% / 6.3x | 49% / 7.4x | 53% / 8.5x | 55% / 9.0x | 57% / 9.6x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline 28% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 4.7x, adding 3.8 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 | $2.4M | — | $2.4M | 6.5% |
| Year 1 | $2.4M | +$1.3M | $3.7M | 10.2% |
| Year 2 | $2.5M | +$1.9M | $4.4M | 12.1% |
| Year 3 | $2.6M | +$1.9M | $4.5M | 12.4% |
| Year 4 | $2.7M | +$1.9M | $4.6M | 12.6% |
| Year 5 | $2.7M | +$1.9M | $4.6M | 12.8% |
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 | $363K | $544K | $726K | $871K |
| Denial Rate Reductio | $359K | $539K | $718K | $862K |
| A/R Days Reduction | $221K | $331K | $442K | $530K |
| Clean Claim Rate | $12K | $17K | $23K | $28K |
| Total | $954K | $1.4M | $1.9M | $2.3M |
Peer Context — Where This Hospital Sits
Key metrics vs 131 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | 6.5% | -15.4% | -3.1% | 5.9% | P76 |
| Net-to-Gross | 36.4% | 32.3% | 44.2% | 58.3% | P33 |
| Occupancy | 63.2% | 20.7% | 46.1% | 68.5% | P68 |
| Rev/Bed | $1.5M | $288K | $468K | $882K | P90 |
| Exp/Bed | $1.4M | $276K | $468K | $963K | P87 |
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.