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The builder's path

Five steps from a problem to its solution.

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

Socrates · Plato, Apology 38a

Routes to a solution

Six ways to take this forward

Each route is a different kind of journey, with real people and organisations to contact at each step, starting with those in Punjab.

  1. Step 1

    Join an impact incubator

    Shape a model that pays for itself without excluding the people who need it.

    • Villgro ↗

      Incubator for social enterprises in health, agriculture and livelihoods.

    • Social Alpha ↗

      Lab-to-market platform for science and technology aimed at social problems.

    • Acumen ↗

      Patient capital and fellowships for enterprises serving low-income communities.

    • Startup India ↗

      The national startup programme: recognition, schemes and a directory of incubators.

  2. Step 2

    Raise patient capital

    Impact funds and fellowships for enterprises serving low-income communities.

    • Villgro ↗

      Incubator for social enterprises in health, agriculture and livelihoods.

    • Social Alpha ↗

      Lab-to-market platform for science and technology aimed at social problems.

    • CIIE.CO (IIM Ahmedabad)

      Incubator and investor at IIM Ahmedabad, with impact programmes.

    • Acumen ↗

      Patient capital and fellowships for enterprises serving low-income communities.

What this problem needs

Ideas, sources and tools for this problem, from first interviews to funding.

  • Open data
  • Maps
  • Analytics
  • Accessibility

Ideas to explore

  • Idea 1My village's water tablePlot the nearest monitoring-well readings over ten years for a village, with the block's category, and project roughly when a given tubewell depth will stop yielding.
  • Idea 2Deepen or switch?Compare the cost of a deeper bore and pump against buying water or moving some land to a less water-intensive crop, using local prices, explained by voice in Punjabi.

Specific to this problem

Talk to first

  • Central University of Punjab, Department of Economics

    Home of the study's author, who has worked extensively on agrarian issues.

  • Punjab Agricultural University ↗

    Advises Punjab farmers on crop diversification and water-saving practices.

  • Punjab Water Regulation and Development Authority

    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.
  1. Understand it

    Talk to the people who live it before you build.

    “Know thyself.”

    γνῶθι σεαυτόν

    gnōthi seauton

    Inscription at Delphi · Temple of Apollo
  2. Prototype with AI

    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.”
    Ada Lovelace · Notes on Menabrea's Sketch of the Analytical Engine, Note A (1843)
  3. Find the data

    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.

    Louis Pasteur · lecture at the University of Lille, 7 December 1854
  4. Build it

    Tools matched to what this problem needs.

    “Arise, awake; seek out the wise and learn.”

    उत्तिष्ठत जाग्रत प्राप्य वरान्निबोधत

    uttiṣṭhata jāgrata prāpya varān nibodhata

    Kaṭha Upaniṣad · 1.3.14
  5. Launch and get support

    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

    Bhagavad Gītā · 3.21

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.