G2

Denis P.

Head of Martech

Marketing and Advertising

Mid-Market (51-1000 emp.)

8/8/2025

"Data engineering for AI"

5/5

What do you like best about VisionWrights?

They were very open to all our ideas and were very supportive in achieving the best results with us. Also, they clearly understood the problem we had and knew exactly what we were facing and why we required help. Review collected by and hosted on G2.com.

What do you dislike about VisionWrights?

Well, it took quite some time to define the SOW and we were expecting things to go a bit faster in the beginning. However, I'm not sure it was possible without compromising on the quality. Review collected by and hosted on G2.com.

Recommendations to others considering VisionWrights:

The clearer the request you have, the earlier you're gonna get value. Review collected by and hosted on G2.com.

What problems is VisionWrights solving and how is that benefiting you?

Guys from VisionWrights helped us prepare the data that we required to develop an AI (LLM) product for our internal use. We have a bunch of unstructured data in our GDrive as well as on other platforms. They were helping us with data model, ETLs and connectors, as well as applying several algorithms to make sure all the data would be properly formatted, classified, and stored in a proper manner that would simplify AI agent training. Separate thanks for taking care of experiments with tokenization and metadata for RAG! Review collected by and hosted on G2.com.