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The builder's path

Five steps from a problem to its solution.

For: Pregnant women in Gujarat lose maternity benefits to document mismatches and rejected applications they can't see the reason for.

“Some things are under our control, while others are not under our control.”
Epictetus · Enchiridion 1 (tr. W. A. Oldfather)

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 Gujarat.

  1. Step 1

    Join an incubator or startup mission

    They connect you to schemes and officials.

    • CIIE.CO (IIM Ahmedabad)

      Incubator and investor at IIM Ahmedabad, with impact programmes.

    • DST NIDHI ↗

      Department of Science and Technology support from idea to startup, through technology business incubators.

    • NASSCOM ↗

      The tech industry body; startup programmes and a route to industry partners.

    • Villgro ↗

      Incubator for social enterprises in health, agriculture and livelihoods.

  2. Step 2

    Win a seed grant

    Prove the idea works with a small, funded prototype.

  3. Step 3

    Pilot with a public body

    A district, city or department tries it with real people.

What this problem needs

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

  • Forms and documents
  • Privacy
  • Mobile

Ideas to explore

  • Idea 1Document match checkBefore filing, the worker enters the name, date of birth and bank details as they appear on each document; the app flags mismatches and lists the fix (Aadhaar update, bank KYC) and where to get it.
  • Idea 2Rejection logWorkers record each rejection and its stated reason; monthly summaries by district show which fixes would clear the most cases.

Specific to this problem

Talk to first

  • Anna Suraksha Adhikar Abhiyan-Gujarat (Right to Food Campaign-Gujarat)

    Ran the study of frontline workers and is pressing for transparent rejections and grievance redressal.

  • Right to Food Campaign ↗

    The national network the Gujarat campaign belongs to.

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 Dahod, Gujarat, India.

Problem: Pregnant women in Gujarat lose maternity benefits to document mismatches and rejected applications they can't see the reason for.
Who it hurts: Pregnant women, many in tribal districts such as Dahod, Panchmahal, Sabarkantha and Banaskantha, and the ASHA, ANM and Anganwadi workers who file their applications.
The moment it hurts: An application under PMMVY or JSY is rejected, or stalls, because of an outdated Aadhaar, a bank account problem or a name spelled differently on two documents.
What people do today: Frontline workers fix problems case by case, between OTP failures, poor connectivity and server downtime, and rejections come without a clear reason.
Why it is still unsolved: Eligibility depends on several documents matching each other, and the online process does not show women or workers why an application failed or how to fix it.
What solved looks like: A pre-check for frontline workers, offline-capable, that compares a woman's Aadhaar, bank and other document details before filing, flags mismatches with the exact fix, and keeps a simple record of each application's status and any rejection reason.
Where: Dahod, Gujarat, 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.

    “While we teach, we learn.”

    Homines dum docent discunt.

    Seneca · Letters to Lucilius 7.8

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.