Kvants.ai

Kvants.ai is a platform for building and testing quantitative trading strategies with an AI assistant. Users describe a trading thesis in plain English, and the system, called Kvants Studio, drafts an explicit model built from around 70 signal and rule building blocks, covering position sizing and risk controls that traders can inspect and edit rather than treat as a black box. Strategies can be backtested using a NautilusTrader-based engine that models fees, slippage, and funding costs across more than a dozen trading venues, and validated with walk-forward analysis or replays of past crisis periods such as March 2020 and May 2022. Finished strategies can be paper-traded through Alpaca for US equities or with simulated crypto fills, then exported as TradingView Pine Script or a portable strategy file. The tool targets systematic traders, quant researchers, emerging fund managers, and other investors who want to combine stocks and crypto strategies in a single workspace, without needing to write code themselves. AI features are metered through a credit system, with holdings unlocking higher tiers of model reasoning and longer outputs. As of this writing, Kvants Studio is presented on the site as launching in September 2026, so some capabilities may still be rolling out.