AI Research & Updates

Field notes, design principles, and technical perspectives from building responsible AI around healthcare, young learners, and social impact.

Holistic wellbeing and connected care
Wellness

Designing One Wellness Experience for Every Age

How an inclusive wellness layer can support the general public, patients, and students without losing the person at the center...

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Rural Telehealth
Health

Why Rural Telehealth Needs Different Design Principles

Urban telehealth platforms fail in rural India. Here's what we learned from NGO health centers about what actually works...

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Agentic AI
AI Research

Agentic AI for Social Impact: Trust, Transparency, and Human-in-the-Loop

Building AI agents for NGO operations requires different principles than commercial applications. Here's our approach...

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Donor Tracking
Impact Collaboration

Matching Donors to Impact: The Challenge of Ethical AI in NGO Funding

How do you build donor-beneficiary matching systems that preserve dignity, privacy, and autonomy?...

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Field Deployment
Impact

From Lab to Field: What We Learned Deploying AI in Rural India

Technical excellence isn't enough. Field deployment taught us about connectivity, local workflows, and user trust...

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Personalised learning for young students
Technical

Responsible AI for Elementary and Middle School Learning

Personalisation for young learners requires age-appropriate design, teacher oversight, privacy, and a focus on confidence—not just scores...

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