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The builder's path

Five steps from a problem to its solution.

For: People who want to help US food banks can't see what their local pantry is short of this week.

“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 New Mexico.

  1. Step 1

    Join an impact incubator

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

    • DataKind ↗

      Volunteer data scientists working with social-sector organisations.

    • Fast Forward ↗

      Accelerator for tech nonprofits.

    • Acumen ↗

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

    • Echoing Green ↗

      Fellowships and seed funding for social innovators.

  2. Step 2

    Raise patient capital

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

    • DataKind ↗

      Volunteer data scientists working with social-sector organisations.

    • Fast Forward ↗

      Accelerator for tech nonprofits.

    • Acumen ↗

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

    • Echoing Green ↗

      Fellowships and seed funding for social innovators.

What this problem needs

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

  • No-code
  • Maps
  • Alerts
  • Mobile

Ideas to explore

  • Idea 1One-minute needs listA phone form with the pantry's 20 usual items as tap-to-toggle buttons ('have', 'low', 'out'); the public page updates instantly.
  • Idea 2Neighbour item alertsDonors pick items they can give and a radius; they get a text when a nearby pantry marks that item 'out'.

Specific to this problem

Talk to first

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 New Mexico and Oregon, United States.

Problem: People who want to help US food banks can't see what their local pantry is short of this week.
Who it hurts: Small food banks and pantries facing more visitors, and the neighbours, churches and businesses that want to donate.
The moment it hurts: A pantry's freezer runs low on meat at month's end, while donors drop off whatever they have at home.
What people do today: Pantries tape lists of what's gone to the wall or post on social media; donors guess and often bring items that are already in stock.
Why it is still unsolved: Small pantries have no staff time for inventory systems, and needs change faster than a website or newsletter is updated.
What solved looks like: A pantry volunteer updates a short 'we need' list from a phone in under a minute, and donors nearby see the current list on a map and can sign up for a text when a particular item runs out.
Where: New Mexico and Oregon, United States

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.

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

    “When you know a thing, to hold that you know it; and when you do not know a thing, to allow that you do not know it: this is knowledge.”
    Confucius · Analects 2.17 (tr. J. Legge)
  4. Build it

    Tools matched to what this problem needs.

    “Your right is to the work alone, never to its fruits.”

    कर्मण्येवाधिकारस्ते मा फलेषु कदाचन

    karmaṇy evādhikāras te mā phaleṣu kadācana

    Bhagavad Gītā · 2.47
  5. Launch and get support

    Ship it responsibly, and find help and funding.

    “As to diseases, make a habit of two things: to help, or at least to do no harm.”

    ἀσκέειν περὶ τὰ νουσήματα δύο, ὠφελέειν ἢ μὴ βλάπτειν

    Hippocrates · Epidemics I (tr. W. H. S. Jones)

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.