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Traffic fines, checked by AI

Upload a speeding ticket. The AI reads the photo and the letter in seconds.

I built it as an engineer at a legal tech company.

How it works

  1. Upload the ticket

    Upload the letter, or answer a few questions.

  2. The AI reads it

    It reads the speed camera photo and the letter.

  3. Free assessment

    You get it in seconds.

  4. A lawyer takes the case

    A partner lawyer works on it from there.

The problem

People with a speeding ticket do not know if they should fight it.

Someone had to read every letter and photo by hand. Only then could a lawyer judge the case.

What I built

  • A photo check. The AI reads the speed camera photo and finds the location, the measuring device, the speed and the image data.
  • A document pipeline. Google Document AI reads the letter, and an LLM finds the case data. A person checks the result.
  • The flow behind it: you upload the letter or answer a few questions. You get a free assessment in seconds, then a partner lawyer takes the case.
  • A test version with several AI agents. It sends each question to the right area: traffic, tenancy or employment law.

Stack

  • Google Document AI
  • OpenAI
  • LangGraph
  • Python
  • FastAPI
  • Next.js
  • GCP

Want this for your business?

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