All ideasMore in Home

A highways engineer built a routing tool that scores roads by five years of crash data

He works with collision data as a UK highways engineer but could never answer the simple version for his own commute: which route has actually hurt people. He built SafeRoute with AI, which plans a route and scores it on five years of collision records; colleagues then asked for the same data as branded evidence reports for committees, which the tool now produces in about 30 seconds instead of a day of manual work.

How it works

  1. Build route planning with AI
  2. Score routes on collision density with severity weighting
  3. Fix scoring so the least bad route is not labelled safe
  4. Colleagues request committee reports
  5. Reports generated in about 30 seconds

Why it’s worth knowing

His scoring fix is the record: a route only counts as safer if it beats the default by a real margin, not because it is the best of a bad set.

Where it’s from

Summarized from a public post on reddit.com. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be
2The prompt, with the steps
3The check when it’s done
Upgraded prompts are coming soon.

Try next

Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.