Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 66% of modeled bridge. Strengths: Commercial Payer %, Occupancy Rate. Risks: Net-to-Gross Ratio, Revenue per Bed. Risk-adjusted uplift: $1.2M (vs $1.8M 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 | $695K | $695K | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $669K | $19K | $688K | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $107K | $316K | $423K | $1.3M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $22K | $22K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 73.4% 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 | $174K | $347K | $521K | $695K | $695K | $695K | $695K |
| Denial Rate Reduction | $0 | $172K | $344K | $516K | $688K | $688K | $688K | $688K |
| A/R Days Reduction | $0 | $141K | $282K | $423K | $423K | $423K | $423K | $423K |
| Clean Claim Rate | $0 | $11K | $22K | $22K | $22K | $22K | $22K | $22K |
| Cumulative | $0 | $498K | $996K | $1.5M | $1.8M | $1.8M | $1.8M | $1.8M |
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 $1.8M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 59% / 10.0x | 63% / 11.5x | 67% / 13.0x | 69% / 13.7x | 71% / 14.5x |
| 9.0x | 54% / 8.6x | 58% / 9.9x | 62% / 11.2x | 64% / 11.8x | 66% / 12.5x |
| 10.0x | 49% / 7.4x | 54% / 8.6x | 58% / 9.7x | 60% / 10.3x | 61% / 10.9x |
| 11.0x | 45% / 6.4x | 50% / 7.5x | 54% / 8.6x | 56% / 9.1x | 57% / 9.6x |
| 12.0x | 41% / 5.6x | 46% / 6.6x | 50% / 7.6x | 52% / 8.1x | 54% / 8.6x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline 21% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 5.1x, adding 3.4 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 | $2.8M | — | $2.8M | 8.0% |
| Year 1 | $2.9M | +$1.2M | $4.1M | 11.7% |
| Year 2 | $2.9M | +$1.8M | $4.8M | 13.7% |
| Year 3 | $3.0M | +$1.8M | $4.9M | 14.0% |
| Year 4 | $3.1M | +$1.8M | $5.0M | 14.3% |
| Year 5 | $3.2M | +$1.8M | $5.1M | 14.5% |
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 | $347K | $521K | $695K | $834K |
| Denial Rate Reductio | $344K | $516K | $688K | $826K |
| A/R Days Reduction | $211K | $317K | $423K | $507K |
| Clean Claim Rate | $11K | $17K | $22K | $27K |
| Total | $914K | $1.4M | $1.8M | $2.2M |
Peer Context — Where This Hospital Sits
Key metrics vs 38 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | -50.0% | -20.2% | -6.4% | 1.1% | P0 |
| Net-to-Gross | 100.0% | 54.2% | 58.3% | 73.4% | P92 |
| Occupancy | 55.0% | 44.9% | 67.2% | 74.4% | P37 |
| Rev/Bed | $211K | $247K | $370K | $465K | P13 |
| Exp/Bed | $443K | $295K | $396K | $482K | P63 |
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.