← Back to the problem

The builder's path

Five steps from a problem to its solution.

For: Patients in rural Karnataka can't easily check whether the doctor at a local clinic is qualified to treat them.

“The true creator is necessity, which is the mother of our invention.”
Plato · Republic II, 369c (tr. B. Jowett)

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 Karnataka.

  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
  • Mobile
  • Forms and documents
  • Voice and phone

Ideas to explore

  • Idea 1Scan to verifyRegistered clinics display a code; scanning it shows the practitioner's name, registration number and system of medicine from the official register, with the date it was checked.
  • Idea 2Voice line for villagesCall a number, say the doctor's name and village, and hear whether a matching registration was found, in Kannada.

Specific to this problem

Talk to first

  • Bidar District Health and Family Welfare Office

    Runs the KPME registration and grievance authority that acted on these clinics.

  • National Medical Commission ↗

    Maintains the Indian Medical Register a check would rely on.

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 Bidar, Karnataka, India.

Problem: Patients in rural Karnataka can't easily check whether the doctor at a local clinic is qualified to treat them.
Who it hurts: People in villages and small towns who rely on nearby private clinics, often the only care within reach.
The moment it hurts: Walking into a village clinic and being treated, with no way to see whether the person is registered or qualified for the medicine they practise.
What people do today: Patients trust the clinic. Unqualified practitioners are found through district raids and grievance meetings, sometimes after being fined and warned before.
Why it is still unsolved: Registration records exist but are hard for a patient to search on the spot, and clinics do not have to show a verifiable registration where patients can check it.
What solved looks like: A check a patient can run in under a minute, by name or by scanning a code shown at the clinic, that confirms the practitioner's registration and system of medicine, and lets them report a clinic to the district authority.
Where: Bidar, Karnataka, 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.

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

    उत्तिष्ठत जाग्रत प्राप्य वरान्निबोधत

    uttiṣṭhata jāgrata prāpya varān nibodhata

    Kaṭha Upaniṣad · 1.3.14
  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.

    “The first principle is that you must not fool yourself, and you are the easiest person to fool.”
    Richard Feynman · Cargo Cult Science, Caltech commencement address (1974)
  4. Build it

    Tools matched to what this problem needs.

    “That which is an obstacle on the road helps us on this road.”
    Marcus Aurelius · Meditations 5.20 (tr. G. Long)
  5. Launch and get support

    Ship it responsibly, and find help and funding.

    “Give me a place to stand, and I will move the earth.”

    δός μοι πᾶ στῶ καὶ τὰν γᾶν κινάσω

    Archimedes · as reported by Pappus of Alexandria

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.