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The builder's path

Five steps from a problem to its solution.

For: Rail passengers in Germany can't see, when booking, how often a given connection has actually worked.

“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 Germany.

  1. Step 1

    Join an incubator or startup mission

    They connect you to schemes and officials.

  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.

    • Code for All ↗

      Network of civic tech groups in many countries; find the one near the problem.

What this problem needs

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

  • Open data
  • Analytics
  • Web
  • Mobile

Ideas to explore

  • Idea 1Connection track recordPoll the Deutsche Bahn timetable and change APIs for a set of busy hubs, store arrivals and departures, and compute how often each regular change would have been made.
  • Idea 2Safer-option hintA browser extension that adds a small reliability score next to each option on the booking page using the stored history.

Specific to this problem

Talk to first

  • PRO BAHN ↗

    Passenger association that tracks reliability problems and passenger rights.

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 Germany.

Problem: Rail passengers in Germany can't see, when booking, how often a given connection has actually worked.
Who it hurts: People booking ICE and Intercity trips with a change of train, especially to catch flights, appointments or the last connection of the day.
The moment it hurts: Choosing between a tight 8-minute change and a later, slower option on the booking screen.
What people do today: The booking tool shows planned times and live delays on the day, but not the track record of a train or a change. Passengers guess or add large buffers.
Why it is still unsolved: Punctuality is reported as one national figure per year, while the risk a passenger faces depends on the specific train, station and time of day.
What solved looks like: Before booking, a passenger enters a route and sees for each option how often the first train arrived in time for the change over the last 90 days, built from Deutsche Bahn's own timetable and change data.
Where: Germany

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 unexamined life is not worth living.”

    ὁ δὲ ἀνεξέταστος βίος οὐ βιωτὸς ἀνθρώπῳ

    Socrates · Plato, Apology 38a
  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.

    “You cannot step twice into the same river.”
    Heraclitus · Fragment B91, via Plato's Cratylus
  4. Build it

    Tools matched to what this problem needs.

    “The things we have to learn before we can do them, we learn by doing them.”
    Aristotle · Nicomachean Ethics II.1 (tr. W. D. Ross)
  5. Launch and get support

    Ship it responsibly, and find help and funding.

    “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

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.