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 centre.
Research and updates
Field notes, design principles and technical perspectives from building responsible AI for healthcare, young learners and social impact.
These are summaries of articles we are writing. The full articles are coming soon. To hear when they are published, write to contact@vitainspire.com.
Why rural telehealth needs different design principles
Urban telehealth platforms fail in rural India. What we learned from NGO health centres about what actually works.
Agentic AI for social impact: trust, transparency and human-in-the-loop
Building AI agents for NGO operations requires different principles from commercial applications. Our approach.
Matching donors to impact: the challenge of ethical AI in NGO funding
How do you build donor and beneficiary matching systems that preserve dignity, privacy and autonomy?
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.
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.