Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 68% of modeled bridge. Strengths: Occupancy Rate, Payer Diversity. Risks: Revenue per Bed, Commercial Payer %. Risk-adjusted uplift: $1.2M (vs $1.7M 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 | $647K | $647K | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $623K | $18K | $641K | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $99K | $294K | $394K | $1.2M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $21K | $21K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 41.8% 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 | $162K | $324K | $485K | $647K | $647K | $647K | $647K |
| Denial Rate Reduction | $0 | $160K | $320K | $480K | $641K | $641K | $641K | $641K |
| A/R Days Reduction | $0 | $131K | $262K | $394K | $394K | $394K | $394K | $394K |
| Clean Claim Rate | $0 | $10K | $21K | $21K | $21K | $21K | $21K | $21K |
| Cumulative | $0 | $463K | $927K | $1.4M | $1.7M | $1.7M | $1.7M | $1.7M |
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 $1.7M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 86% / 22.1x | 90% / 24.9x | 94% / 27.7x | 96% / 29.1x | 98% / 30.5x |
| 9.0x | 81% / 19.3x | 85% / 21.8x | 89% / 24.3x | 91% / 25.5x | 93% / 26.8x |
| 10.0x | 76% / 17.0x | 81% / 19.3x | 85% / 21.5x | 87% / 22.7x | 88% / 23.8x |
| 11.0x | 72% / 15.2x | 77% / 17.2x | 81% / 19.3x | 83% / 20.3x | 84% / 21.3x |
| 12.0x | 69% / 13.7x | 73% / 15.5x | 77% / 17.4x | 79% / 18.3x | 81% / 19.3x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline 61% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 2.6x, adding 5.9 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 | $738K | — | $738K | 2.3% |
| Year 1 | $760K | +$1.1M | $1.9M | 5.9% |
| Year 2 | $783K | +$1.7M | $2.5M | 7.7% |
| Year 3 | $806K | +$1.7M | $2.5M | 7.8% |
| Year 4 | $831K | +$1.7M | $2.5M | 7.8% |
| Year 5 | $856K | +$1.7M | $2.6M | 7.9% |
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 | $324K | $485K | $647K | $776K |
| Denial Rate Reductio | $320K | $480K | $641K | $769K |
| A/R Days Reduction | $197K | $295K | $394K | $472K |
| Clean Claim Rate | $10K | $16K | $21K | $25K |
| Total | $851K | $1.3M | $1.7M | $2.0M |
Peer Context — Where This Hospital Sits
Key metrics vs 10 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | 2.3% | -6.2% | -1.1% | 6.4% | P60 |
| Net-to-Gross | 41.2% | 33.8% | 36.0% | 41.8% | P60 |
| Occupancy | 68.7% | 68.0% | 71.7% | 76.3% | P40 |
| Rev/Bed | $219K | $257K | $1.3M | $2.4M | P0 |
| Exp/Bed | $214K | $248K | $1.3M | $2.5M | P0 |
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.