1. [Home](https://www.g2.com/)
2. ...
3. [OpenAI Consulting Services Provider](https://www.g2.com/categories/openai-consulting-services)
4. [amBrain Discussions](https://www.g2.com/products/ambrain/discuss)

[
 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_4cd481467d822f30b6c98dad7bcf9b44/ambrain.png "Product Avatar Image")
](/products/ambrain/reviews)

[

amBrain

](/products/ambrain/reviews)

0 ratings

amBrain is a Yerevan, Armenia software engineering company building low-latency trading platforms, matching engines and real-time bidding systems in Rust. We have been building software since 2019. Trading and FinTech We develop trading terminals and order management systems and integrate them with exchanges over FIX, ITCH, WebSocket and native crypto exchange APIs. We build crypto exchanges (matching engine, wallets, deposits and withdrawals), platforms for proprietary trading firms (evaluation challenges, trading rules and accounting) and algorithmic trading infrastructure (order execution, market data and pre-trade risk controls). AdTech We build DSPs, SSPs for publishers, ad exchanges and ad servers with targeting, frequency capping and reporting, as well as event pipelines for impression and click data. We also build ML inference inside the bidder, where the model decides the bid within the auction window. AI We deploy private language models inside a client's own infrastructure and connect them to the systems the client already runs, and we build retrieval-augmented generation (RAG) systems. We have taken an LLM integration to production inside a client's FinTech perimeter: extracting and normalising unstructured broker and venue notices — corporate actions, instrument and margin changes — into structured records the trading system consumes.

Show More

When users leave amBrain reviews, G2 also collects common questions about the day-to-day use of amBrain. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion.

* * *

### 0.0

Nps Score

### All amBrain Discussions

Search

Most CommentedMost HelpfulCommon QuestionsNewest

All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments

FilterFilter

Filter byExpand/Collapse 

Sort by

Most Commented

Most Helpful

Common Questions

Newest

Filter by

All Discussions

Discussions with Comments

Common Questions

Discussions without Comments

Sorry...

There are no questions about amBrain yet.

## Start a New Software Discussion

Have a software question?

Get answers from real users and experts

[Start A Discussion](/products/ambrain/discussions/new?entry_point=discussions%23product)

* * *

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4cd481467d822f30b6c98dad7bcf9b44/ambrain.png "Product Avatar Image")

### Have you used amBrain before?

Answer a few questions to help the amBrain community

[
Yes
](javascript:void(0))[
Yes
](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fambrain%2Fdiscuss%3Fsmall_ask%3Dambrain)
No