Márton VinczeWrite to me

Services

AI integration

An AI feature is worth adding when it is actually useful in the process. I help find the right use, work out what it will cost to run, and fit it into a new or existing application.

When to come to me with this

  • You answer the same questions again and again, by email or phone.
  • Data has to be typed in by hand from photos, invoices or documents.
  • Incoming emails and requests need sorting into categories.

What it includes

  • choosing the use case, and deciding where AI is not needed
  • a cost estimate: what it costs per model and per month to run
  • extracting data from photos or documents, sorting text
  • a chatbot or phone assistant on your own knowledge base, with verified sources
  • integration into the existing system or website, and tuning on real questions

How it works

We first run a small test on your real data to see whether it works well and what it costs, and only then build it in. Answers are built on your own knowledge base and trusted sources, and we check that it actually sticks to them.

Examples from my work

  • AI integration for the websites of a lawyer and a finance professional, with a cost analysis and tuning on real questions.
  • adversariaAn AI chatbot and phone assistant for the accounting firm’s recurring questions, from a verified knowledge base.Case study →
  • Collection CheckerIdentifies several books or board games from one shelf photo: by barcode first, then by image recognition.

Technologies

Gemini · OpenAI · Claude

Price

For larger projects I give a fixed price split into milestones. Day rate: HUF 100–120k, hourly: HUF 17,500. The first hour is free: we talk through what you need.

Prices on the home page →

Questions

What does an AI feature cost to run?

It depends on the model and the volume. That is why the test works out the cost per request and per month before anything is built in.

Thinking of something similar?

Write a few lines about what you want to solve, and we will work out the best next step. The first hour is free.

hello@vinczemarton.dev

+36 70 881 5882linkedin.com/in/martonvincze