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 with the objective to grow our proprietary liquidity pool.
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, size, and leverage that we find quantitatively optimal. We participate ethically and comprehensively in fair and functional markets within 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.
Prior Deployments in Numbers
Max Daily Notional Volume
Max Number of Daily Transactions
Average Number of Net Loss Days Per Year
Are You an AI Developer, Quantitative Researcher, or Prospective Capital Partner Exploring Alignment?
We collaborate with developers, quantitative researchers, sovereign individuals, and representatives of institutions, who are strategically aligned with us, to deploy our signals to generate excess returns towards our value-oriented missions with quantified benchmarks.
If you are interested in working with us, let's connect: