Ritika Saxena

Health Data Science Manager

2 articles for HealUDoc

Ritika Saxena is a Health Data Science Manager writing for HealUDoc on ai & automation. They have contributed 2 articles to the HealUDoc library.

Writes about

AI & Automation

Articles by Ritika Saxena

AI & Automation

Multilingual Ambient Documentation in Indian Outpatient Clinics

Ambient scribing demonstrations run in one language. Indian consultations do not. Code-switching, accent variation and clinical vocabulary are the real blockers, and they have to be tested on your own consultations before you buy.

Ritika Saxena

May 18, 2026 · 10 min read

AI & Automation

Why Hospital AI Pilots Stall, and the Readiness Checklist

Most hospital AI pilots produce a positive report and no production deployment. The failure is rarely the model. It is integration, workflow fit, ownership and data quality — all knowable before the pilot starts.

Ritika Saxena

May 4, 2026 · 10 min read

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