The builder's path
For: Small farmers in Punjab can't see how fast the water table under their fields is falling before they spend on a deeper borewell or another season of paddy.
“The unexamined life is not worth living.”
ὁ δὲ ἀνεξέταστος βίος οὐ βιωτὸς ἀνθρώπῳ
Routes to a solution
Each route is a different kind of journey, with real people and organisations to contact at each step, starting with those in Punjab.
Step 1
Join an impact incubator
Shape a model that pays for itself without excluding the people who need it.
Incubator for social enterprises in health, agriculture and livelihoods.
Lab-to-market platform for science and technology aimed at social problems.
Patient capital and fellowships for enterprises serving low-income communities.
The national startup programme: recognition, schemes and a directory of incubators.
Step 2
Raise patient capital
Impact funds and fellowships for enterprises serving low-income communities.
Incubator for social enterprises in health, agriculture and livelihoods.
Lab-to-market platform for science and technology aimed at social problems.
Incubator and investor at IIM Ahmedabad, with impact programmes.
Patient capital and fellowships for enterprises serving low-income communities.
Ideas, sources and tools for this problem, from first interviews to funding.
Block-wise groundwater assessments and monitoring-well data.
National groundwater programmes and reports.
Home of the study's author, who has worked extensively on agrarian issues.
Advises Punjab farmers on crop diversification and water-saving practices.
The State body set up to regulate groundwater extraction.
Starter prompt
Built from this problem's brief. Paste it into Claude or any AI assistant.
Help me design and build a first working prototype for this problem in Punjab, India. Problem: Small farmers in Punjab can't see how fast the water table under their fields is falling before they spend on a deeper borewell or another season of paddy. Who it hurts: Small and marginal farmers in Punjab, many cultivating leased-in land, whose shallow tubewells are running dry while larger neighbours drill deeper. The moment it hurts: When the tubewell stops yielding before sowing, and the choice is to borrow for a deeper bore, buy water from a neighbour, or change crops. What people do today: Farmers decide on borewell depth and crops from what neighbours and drillers tell them; block-level groundwater ratings exist but say little about a single village or the cost of each option. Why it is still unsolved: Groundwater data is published as block averages and assessment reports, not as advice for one field, and no one sets the cost of deepening against the returns of switching away from water-intensive crops for a small farmer. What solved looks like: A Punjabi-language tool where a farmer enters their village and current tubewell depth, and sees the local water-table trend, the likely depth needed in a few years, and the cost and returns of deepening, buying water, or moving part of the land to less water-hungry crops or canal water. Where: Punjab, India First, list what you would need to learn from the people affected before building, as interview questions. Then propose the simplest version that would help, the screens or messages it needs, and the data it would use. Keep it cheap to run, accessible, and respectful of people's privacy. Flag anything you are unsure about instead of guessing.
Talk to the people who live it before you build.
“Know thyself.”
γνῶθι σεαυτόν
gnōthi seauton
Get a working version in front of people fast.
Using AI is not cheating. Every tool carries the work of the people who made it, and using it well is how knowledge has always moved forward. The thinking, the care for the people who live the problem, and the judgement are still yours.
“The Analytical Engine weaves algebraical patterns just as the Jacquard-loom weaves flowers and leaves.”
Open data that fits this problem.
“In the fields of observation chance favours only the prepared mind.”
Dans les champs de l'observation le hasard ne favorise que les esprits préparés.
Tools matched to what this problem needs.
“Arise, awake; seek out the wise and learn.”
उत्तिष्ठत जाग्रत प्राप्य वरान्निबोधत
uttiṣṭhata jāgrata prāpya varān nibodhata
Ship it responsibly, and find help and funding.
“Whatever a great person does, others follow.”
यद्यदाचरति श्रेष्ठस्तत्तदेवेतरो जनः
yad yad ācarati śreṣṭhas tat tad evetaro janaḥ
Kit written for this problem from its brief; every link was checked. Links go to each provider's own site. Zetema is not paid for any listing.