Bridge Realization Estimate
ML model predicts what fraction of the bridge is achievable (accuracy: 60%, n=5,839)
Expected realization: 74% of modeled bridge. Strengths: Occupancy Rate, Revenue per Bed. Risk-adjusted uplift: $14.2M (vs $19.2M 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 | $7.3M | $7.3M | $0 | 12mo |
| Denial Rate Reduction | 12.0% DEFAULT | 6.5% BENCHMARK | $7.0M | $201K | $7.2M | $0 | 12mo |
| A/R Days Reduction | 52.00 DEFAULT | 38.00 BENCHMARK | $1.1M | $3.3M | $4.4M | $14.0M | 9mo |
| Clean Claim Rate | 88.0% DEFAULT | 96.0% BENCHMARK | $0 | $234K | $234K | $0 | 6mo |
| Net Collection Rate | 93.5% DEFAULT | 39.3% 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 | $1.8M | $3.7M | $5.5M | $7.3M | $7.3M | $7.3M | $7.3M |
| Denial Rate Reduction | $0 | $1.8M | $3.6M | $5.4M | $7.2M | $7.2M | $7.2M | $7.2M |
| A/R Days Reduction | $0 | $1.5M | $3.0M | $4.4M | $4.4M | $4.4M | $4.4M | $4.4M |
| Clean Claim Rate | $0 | $117K | $234K | $234K | $234K | $234K | $234K | $234K |
| Cumulative | $0 | $5.2M | $10.5M | $15.6M | $19.2M | $19.2M | $19.2M | $19.2M |
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 $19.2M is added at exit.
| Entry \ Exit | 9.0x | 10.0x | 11.0x | 11.5x | 12.0x |
|---|---|---|---|---|---|
| 8.0x | 78% / 17.9x | 82% / 20.2x | 86% / 22.6x | 88% / 23.7x | 90% / 24.9x |
| 9.0x | 73% / 15.5x | 77% / 17.6x | 81% / 19.7x | 83% / 20.7x | 85% / 21.8x |
| 10.0x | 69% / 13.6x | 73% / 15.5x | 77% / 17.4x | 79% / 18.3x | 81% / 19.3x |
| 11.0x | 65% / 12.1x | 69% / 13.8x | 73% / 15.5x | 75% / 16.4x | 77% / 17.2x |
| 12.0x | 61% / 10.8x | 65% / 12.4x | 69% / 13.9x | 71% / 14.7x | 73% / 15.5x |
Covenant Headroom (at 10x Entry, 6.5x Max Leverage)
Pro forma EBITDA can decline 52% before the 6.5x covenant trips. RCM uplift reduces leverage from 8.5x to 3.1x, adding 5.4 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 | $11.1M | — | $11.1M | 3.0% |
| Year 1 | $11.5M | +$12.8M | $24.3M | 6.6% |
| Year 2 | $11.8M | +$19.2M | $31.0M | 8.5% |
| Year 3 | $12.2M | +$19.2M | $31.4M | 8.6% |
| Year 4 | $12.5M | +$19.2M | $31.8M | 8.7% |
| Year 5 | $12.9M | +$19.2M | $32.1M | 8.8% |
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 | $3.7M | $5.5M | $7.3M | $8.8M |
| Denial Rate Reductio | $3.6M | $5.4M | $7.2M | $8.7M |
| A/R Days Reduction | $2.2M | $3.3M | $4.4M | $5.3M |
| Clean Claim Rate | $117K | $175K | $234K | $281K |
| Total | $9.6M | $14.4M | $19.2M | $23.1M |
Peer Context — Where This Hospital Sits
Key metrics vs 22 size-matched peers. Low percentile on margin/efficiency metrics = more room for improvement = larger bridge opportunity.
| Metric | Hospital | P25 | P50 | P75 | Percentile |
|---|---|---|---|---|---|
| Op Margin | 3.0% | -16.7% | -0.8% | 9.3% | P64 |
| Net-to-Gross | 26.1% | 10.2% | 16.5% | 39.3% | P55 |
| Occupancy | 78.0% | 56.3% | 67.1% | 76.6% | P82 |
| Rev/Bed | $2.1M | $206K | $582K | $1.3M | P95 |
| Exp/Bed | $2.0M | $244K | $658K | $1.3M | P95 |
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.