A4G Impact Collaborative
The Chair That Is Invisible
AI for Mental Well-Being
We stay.
Priya is 23. It is eleven at night. She has not told anyone yet.
Her parents have gone to bed believing she has a placement offer. She does not. The engineering degree is done. The routine cognitive work she trained for is being done by AI at near-zero marginal cost. The shortlist did not arrive. The chair she thought she was walking into has been quietly withdrawn.
The Governance page tells Priya's structural story. This page tells her interior one.
In 2022, India's top IT firms hired six lakh freshers. In 2025, the number was one lakh twenty thousand (Business Today). Eighty percent of the entry-level door has closed in three years. What is happening to those who did not walk through it is not fully visible yet. It is happening at kitchen tables like this one, at eleven at night, one silence at a time.
Aarti Ahuja has called what Priya is carrying algorithmic grief. It is the frame that organises this pillar.
What we are seeing
The population that needs mental-health support is arriving faster than the country's capacity to hold it.
India has roughly 9,000 psychiatrists for 1.4 billion people. That is 0.75 per 100,000. The WHO norm is at least 3. Clinical psychologists number fewer than 2,000 across the country. 197 million Indians already live with a mental-health condition. The treatment gap is 84.5%.
Between 60 and 80 million formal Indian workers sit in the highest AI-exposure categories today. Even a small fraction moving into displacement will overwhelm a clinical infrastructure that already cannot meet ordinary need.
This is a tsunami arriving at a shoreline with almost no seawall. Very few voices in Indian policy are naming this second wave alongside the first.
Our angle
A4G is not a clinic and not a training institute. We are a small, specific kind of thing. A collective that looks at the psychological shape AI is giving to a generation losing its first professional foothold, and builds the tools and pathways to hold that generation while a new working life is found.
We are building Lumina, an AI-augmented mental well-being platform for the AI-displaced cohort. We publish thought-leadership work like Aarti's chair essay.
The pillar is led by Aarti Ahuja (clinical anchor and author of the foundational essay) with Nitin Dhawan (co-founder). Advising it are Dr. Mahesh Prasad, National Awardee (President of India), founder of Aarohan Consulting, PhD in Psychology, and forty-year leader of some of the most prestigious schools in the country; and Dr. Sangeeta Trehan, Professor and multi-disciplinary academician, AI-for-Good practitioner.
Our work — Lumina Platform
Lumina is the ecosystem we are building. India's first AI-augmented mental well-being system for the population losing its job and often its sense of self because of AI. Everything below sits inside Lumina as one system.
A training programme for psychologists.
India does not have clinicians trained to hold the specific shape of algorithmic grief. Lumina will train them in the psychology of AI displacement and the identity rupture that follows losing one's designation.
An online ecosystem of psychologists at scale.
Thousands of psychologists reachable online through Lumina, so that a person losing a job at eleven at night can find a trained human within minutes rather than months, from anywhere in the country.
An AI-based first-response system.
The front door of Lumina. What Priya opens on her laptop at the kitchen table. It calms and stabilises in the first hours, then hands the person to a trained counsellor when the moment is ready.
A career support system built into the first response.
The wound sits in the mind and in the working life. Lumina builds career counselling directly into the first-response layer so that a person moves from grief to grounded direction.
The Swadharma research.
The interpretive layer of Lumina. Draws on Panchakosha and Indic frameworks of svadharma (the calling that is authentically one's own), integrated with the parts of Western clinical practice that can be honestly combined with them.
The A4G Mental Well-Being Fellowship.
The research and clinical team behind everything above. Fellows will come from doctoral programmes in clinical psychology and career counselling, and from mid-career institutional practice.
Several longitudinal studies will run alongside this work.
How to collaborate
The five-to-seven year window is real. The mental-health design work must happen now, alongside the governance work, not after.
We invite clinical psychologists, academic researchers, and partner clinics to co-design the Swadharma curriculum or join our longitudinal studies. Reach out to join our community networks or review clinical insights.
Before a person can be reskilled, they must be re-found. The tsunami does not ask permission. Neither does survival. We stay.— Aarti Ahuja