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We are a Proprietary Trading Group

Harmonai is a proprietary trading group.
We do not offer services to the general public.


We are a team of Quant Researchers and AI Developers Building Private Strategic Liquidity

Harmonai conducts research in artificial intelligence to trade with quantitative predictive models without a discretionary thesis.

We strictly adhere to mathematical methods to generate signals to trade in open free markets.

We do not provide services to general public or investors.​ We do not actively seek new capital investment and we do not manage external capital.

Fear is not a motive.

Strategies that rely on culture, capital, flow, or access privilege to technology and markets are not defensible as competitors will acquire the same. Privilege is diminished by innovation. We accept data-driven reality of change and embrace active innovation in all dimensions of our operations, analytics, data, culture, capital efficiency, and leadership.

We operate strictly systematically.

Because we do not rely on a fixed view of fundamental conditions for our signals, we trade in any direction that we find quantitatively optimal. We participate ethically and comprehensively in fair and functional markets within the law.

Hope is not a strategy.

Investments that rely on fixed views of the fundamental conditions of assets are not defensible from actors who can affect or obfuscate rapid changes in conditions. Our quantitative edge gives us a dynamic and objective view of conditions under any regime. 

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