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Long readIDRWednesday, 7 October 2026

User in the loop: Build AI that works for people

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Citations are auto-generated; verify before publishing. The longform classification is PolicyDhara's, not the source's.

Long-form analysis — an in-depth researched piece examining a policy area. Context and interpretation rather than a policy instrument.

Summary

What does it take to design an AI tool that people use? For nonprofits, the answer may have less to do with the sophistication of the underlying technology and more to do with how well it understands the intended user. ARMMAN and SNEHA, both working in maternal and child health, serve as useful examples. ARMMAN has built a WhatsApp-based AI assistant to help Auxiliary Nurse Midwives (ANMs) access clinical guidance at the point of care. Meanwhile, SNEHA’s chatbot is designed to help pregnant wome

Key Facts

TypeLong read
SourceIDR Online
PublishedWednesday, 7 October 2026
Affected Population1.4 billion citizens, 5 million healthcare workers

Key Numbers

Health budget: Rs 90,958 crore (2025-26)
Target: 2.5% of GDP public health spending
1.5 lakh Health & Wellness Centres planned
Rs 15,000 crore for Digital India initiatives

Key Authorities

Ministry of Health & Family WelfareICMRAYUSHMinistry of Electronics & ITTRAI

Key Stakeholders

PatientsHealthcare WorkersHospitals & ClinicsInternet UsersTech CompaniesStartups

Government Context

NDA IIIBJP-led NDA
Centre-Right
LeftCentreRight

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