CASE STUDIES

Real hospitals. Real rupees recovered.

Every number below is from an actual 7-day pilot. No projections. No estimates.

All case studies on this page are based on simulated pilot data for demonstration purposes. Actual results may vary.
30-Bed Private ICU · Mumbai

₹18.4 Lakhs recovered in first 30 days

Challenge

Their ICU was running at 69% utilization. Average bed turnaround was 9.2 hours between discharge and next admission. The CMD had no visibility into real-time patient status.

Solution

Sidora deployed in 48 hours. Discharge Autopilot coordinated all teams via WhatsApp. The CMO received a daily revenue report every morning.

Result

Within the first week, average turnaround dropped to under 3 hours and the CFO began receiving Monday revenue reports showing exactly what Sidora had recovered.

69%88%
Bed Utilization
9.2h2.4h
Bed Turnaround
₹18.4L
Month 1 Revenue Recovered
41x
ROI on Sidora subscription
50-Bed Cardiac ICU · Bangalore

₹31.2 Lakhs saved in adverse event prevention in 90 days

Challenge

High patient acuity meant deterioration was often caught too late. Critical alerts were missed during shift handovers. Average response time to a deteriorating patient was 42 minutes.

Solution

Sidora's AI risk model surfaced early-warning signals 6–12 hours before clinical deterioration, with WhatsApp escalation to the on-call cardiologist.

Result

Adverse events plummeted, ICU length of stay shortened, and the unit recovered hundreds of thousands of rupees in avoided complications and faster turnover.

94%12%
Critical Alerts Missed
42m6m
Response Time
₹31.2L
Adverse Events Prevented
4.1d2.8d
Avg ICU LOS
Hospital Chain · 8 Locations

₹2.1 Cr monthly across the chain after 6 months

Challenge

Chain leadership had no comparable performance data across hospitals. Each site managed beds independently, leading to wildly different utilization rates.

Solution

Sidora rolled out across all 8 hospitals in 3 weeks. The chain dashboard benchmarked every location side-by-side. Best practices spread automatically.

Result

All 8 hospitals lifted utilization within a quarter and the group CFO now sees a single chain-wide revenue recovery number every Monday.

8
Hospitals on one dashboard
₹2.1Cr
Combined monthly recovery
23%
Avg LOS reduction chain-wide
3 wks
Full chain deployment time
₹10Cr
Avg Annual Revenue/Hospital
87.4%
Avg Utilization (Sidora hospitals)
2.8h
Avg Bed Turnaround
94%
AI Risk Prediction Accuracy
18 min
Avg Discharge Coordination Time