We've built real systems - not slide decks. Our live portfolios combine human expertise with our proprietary, LLM-free, language of-the-markets neural network.
It captures nonlinear structure that neither humans nor generic AI models can see alone. And beyond our own models, we use off-the-shelf tools - such as the same LLMs you use every day - to build bespoke applications that materially elevate productivity and investment performance.
We understand the math beneath the buzzwords. Traditional factor models from the quant factory rely on linear
regression - inadequate for the inherent nonlinearity of real markets. We have made breakthroughs and improvisations in building our own "language of the markets model", which is not based on any LLM.
We know the industry from the inside. We've worked with allocators, asset
managers, and consultants. We understand the organizational, regulatory, and
cultural barriers to AI adoption.
And here's what no one says out loud - AI in investing is new, opaque, and fiercely guarded. Whatever genuine breakthroughs exist are locked inside the walls of giants like Fidelity and BlackRock, who now operate full-scale AI organizations.
Mid-sized firms - RIAs, boutiques, specialist managers - are left to navigate the frontier alone, without access to the cognoscenti or the IP.
Where we're different. We are one of the few independent AI partners in the industry.
We’re not affiliated with any asset manager or quant shop.
We own all our IP.
And we bring decades of direct fund‑management experience and original technical innovation to every engagement.
