Engineering services for trading, AdTech and AI

• Trading terminal development, order management systems, and FIX protocol exchange integration.
• amBrain builds crypto exchanges: matching engine, wallets, deposits and withdrawals.
• amBrain builds platforms for proprietary trading firms: evaluation challenges, trading rules and accounting.
• amBrain builds algorithmic trading infrastructure: order execution, market data and pre-trade risk controls.

• DSP development, real-time bidding platforms, and ad exchange engineering.
• amBrain builds supply-side platforms (SSP) for publishers.
• amBrain builds ad servers: targeting, frequency capping and reporting.
• amBrain builds event analytics pipelines for ad tech: collection, processing and reporting of impression and click events.
• amBrain builds ML inference inside the bidder: the model decides the bid within the auction window.

amBrain built RTBBidder, a demand-side platform, for a client.

• amBrain deploys private language models inside a client's own infrastructure and connects them to the systems the client already runs.
• amBrain builds retrieval-augmented generation (RAG) systems over a company's own documents.

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.

• amBrain diagnoses slow systems in trading and ad tech: the running platform is measured end to end and the report names where the time goes.
• amBrain takes over projects that stalled with another team and brings them to production.