Customer Snapshot
The Challenge
At this 400-bed hospital in Gurugram, OPD doctors were spending an average of 8 minutes per patient on documentation typing prescriptions, entering clinical notes, and updating the EMR manually. With 800+ consultations per day across 12 departments, that translated to over 100 hours of daily documentation work across the clinical team.
The core problems were clear:
- Doctors were fatigued by documentation burdens, reducing time available for clinical reasoning
- Paper-based prescriptions were illegible, causing pharmacy errors and patient confusion
- No ABDM linkage meant patient records were siloed and not accessible to other treating providers
- EMR data was incomplete because busy doctors would abbreviate or skip fields under time pressure
- Night shifts saw even worse documentation quality, creating clinical risk
The hospital's Chief Medical Officer had evaluated several EMR-native documentation tools but found them too rigid requiring doctors to change how they work rather than adapting to the natural flow of an Indian OPD consultation, which often happens in Hinglish and moves very quickly.
Why ZealRx
ZealRx was selected after a 2-week evaluation against two competing solutions. The decision factors were:
- Multilingual transcription accuracy: ZealRx handled Hinglish medical conversations with 97%+ accuracy in testing the competing tools required English-only dictation
- No workflow disruption: Doctors simply speak naturally; ZealRx structures the output. No training required beyond a 30-minute onboarding session
- ABDM-native: Every prescription and clinical note is automatically linked to the patient's ABHA ID and synced to the ABDM ecosystem
- 7-day deployment promise: The hospital needed the solution live before an upcoming NABH accreditation audit
The Deployment
Day 1–3: Technical Integration
Zealthix's integration team connected ZealRx to the hospital's existing HIS (Medica Plus) via HL7 interface. Patient demographic data flows in automatically, so doctors never manually enter patient details. Prescription output is structured in FHIR R4 format and written back to the EMR in real time.
Day 4–5: Doctor Onboarding
Each department conducted a 30-minute group demonstration followed by supervised practice sessions. The hospital's CMO and Medical Superintendent participated in the first OPD session to signal organisational commitment. Adoption was faster than expected most doctors were using ZealRx independently within the first two consultations.
Day 6–7: ABDM Configuration and Go-Live
ABHA card creation was enabled at the OPD registration desk. All new and returning patients are now offered ABHA registration as part of check-in. ABDM-linked prescriptions began flowing on day 7.
Results at 90 Days
Measured Outcomes
Beyond the time savings, the hospital's NABH auditors specifically noted the quality improvement in clinical documentation as a positive finding. EMR completeness scores previously at 62% reached 94% within 60 days of ZealRx deployment.
Patient satisfaction scores for OPD consultations also improved measurably. With documentation handled in the background, doctors maintained eye contact and conversed naturally a qualitative shift that patients noticed and appreciated.
What's Next
Based on the OPD success, the hospital is now deploying ZealRx in the emergency department and exploring integration with Zealthix's Smart Reports module for the in-house diagnostic lab. The CMO is also evaluating ZyncFlo for insurance claim submission automation the next logical step in reducing administrative burden on the clinical finance team.