ROI & Pricing
RCM Automation ROI for Indian Private Hospitals: The Numbers
October 2026 · 6 min read
The RCM automation decision
Most hospitals know their billing is inefficient. The question they wrestle with is whether the efficiency gain justifies the investment in automation — and whether the ROI is predictable enough to make a buying decision.
This post lays out the numbers clearly, using a representative Indian private hospital billing ₹2 crore per month in cashless/TPA claims.
Baseline: what the average hospital looks like today
| Metric | Current state |
|---|---|
| Monthly TPA claim volume | ~200 claims |
| First-pass acceptance rate | 65–70% |
| Denial rate | 30–35% |
| Average settlement time | 45–90 days |
| Billing staff hours per claim | 3–4 hours (coding + submission + follow-up) |
| Appeal turnaround | 3–5 days per appeal |
After automation: what changes
| Metric | After ClearCycle | Change |
|---|---|---|
| First-pass acceptance rate | 85–90% | +20 percentage points |
| Claim processing time | 4–6 hours total | From 3–4 days |
| TPA portal work per claim | Automated | 45–60 min → 0 |
| Appeal turnaround | Same day | From 3–5 days |
| Settlement time (cashless) | 7–14 days | From 45–90 days |
The revenue maths
The 20-point improvement in first-pass acceptance is the biggest lever. On ₹2 crore/month in claims:
- At 65% acceptance: ₹1.3 crore settles on first pass, ₹70 lakhs goes into the denial / appeal queue
- At 87% acceptance: ₹1.74 crore settles on first pass, ₹26 lakhs goes into the denial / appeal queue
- Freed from the queue: ₹44 lakhs/month — at 60-day average settlement delay, that is ₹88 lakhs in working capital freed over 2 months
The faster appeal turnaround (same day vs 3–5 days) means the remaining denials are resolved faster too. Total additional recovered revenue: ₹20–36 lakhs per month depending on payer mix and current process maturity.
The cost
ClearCycle is priced at ₹2–4 lakhs/month depending on claim volume and feature tier. The platform pays for itself in the first month — typically in the first 2–3 weeks once the payer intelligence engine starts flagging pre-submission issues.
The 3-month free pilot
We offer a 3-month free pilot specifically because we are confident in these numbers. You can run ClearCycle in parallel with your existing process, measure the improvement directly, and make a data-driven buying decision with 3 months of your own hospital's claim data. No commitment required.