FINAI by Synlabs

About

FINAI 2.0 is a predictive machine learning layer built for markets with ultra low latency. It covers the full pipeline from feature engineering and model training to strict no look ahead simulation and inference, operating in Rust and C++ at speeds between 4 and 50 microseconds per tick to support tick level backtesting. The system generates per bar signals, which include probabilities and raw outputs, across various tickers and timeframes. It is asset agnostic and strictly causal. Transparency is fundamental: a live public board and an immutable S3 audit trail provide timestamped signals that are independently verifiable. This platform serves market makers, execution desks, and systematic funds.