Agentic AI for Indian hospital chains.
Indian corporate hospital chains run 50+ facilities each, with the volume to make discharge-summary and ICD-coding automation worth automating. Vihaya is designed to generate clinician-grade documentation, code it, and tie it back into the hospital's RCM pipeline. Pre-revenue; the first design-partner engagements are open.
Workflows we automate
Discharge-summary generation
Chart → structured summary in the hospital's format. Clinician reviews and signs. Output is ICD-coded.
ICD-10 / ICD-11 coding assist
Generate code candidates from the documentation; coder reviews and accepts. Audit chain preserved for RCM dispute defence.
Pre-authorisation drafting
For insurance-funded admissions, draft the cashless pre-auth grounded in policy + clinical guideline. Surgeon reviews.
ABDM HIE longitudinal view
Pull the patient's linked records via ABDM; synthesise a longitudinal summary for the admitting clinician.
Hospital FAQ
How does discharge-summary generation work?
The agent reads the patient's chart (admission notes, daily progress, investigation reports, prescription history) and produces a structured discharge summary in the hospital's format. The clinician reviews and edits in-place; the edits feed back into the eval set so the next iteration is closer to the clinician's voice. Output is ICD-10 / ICD-11 coded for downstream RCM use.
What ABDM integration does Vihaya provide?
FHIR R4 ingest from the ABDM Health Information Exchange. The agent reads the patient's linked records across hospitals (when consent is in place), producing a longitudinal view rather than re-asking for history. The audit trail records every record-access event for the patient's data-fiduciary log.
Can this work for both corporate and government hospitals?
Yes. Corporate-chain engagements (Apollo, Fortis, Manipal, Max, Aster, Narayana) focus on RCM and discharge quality. Government / PMJAY-empanelled hospitals focus on eligibility verification and scheme-package billing. Same engine, different corpora.
How does Vihaya handle Indian clinical documentation conventions?
Indian clinical documentation is bilingual (English + local language), heavy with abbreviations specific to Indian medical training, and uses dosage notations that differ from US conventions. The model adapts because we tune against the hospital's actual notes during the pilot — not against a US-trained baseline.
Want to see this in your environment?
30-minute discovery call. Draft SOW within 5 business days.
Talk to us about a pilot →