A small company that builds, and runs, what it makes.

Why we build

Our products start with problems we had ourselves. AI Broker, our largest, began after years of trying to become successful investors with the tools available to retail traders: opinion-based newsletters, social media tips and analyst consensus ratings, most of them impossible to verify after the fact.

Systematic momentum, by contrast, has decades of academic research behind it, from Jegadeesh and Titman (1993) to Asness, Moskowitz and Pedersen (2013). The problem was never the strategy; it was the tooling. So we built the tooling, and then made it available to everyone.

We believe every investor deserves access to the same analytical tools and methods used by quantitative funds. AI Broker publishes daily momentum rankings across U.S., Japanese, European and Asia-Pacific equity markets, released before the market opens so that every ranking stands as a time-stamped record.

How we work

One rule runs through everything we make: data, not hype. Claims should be checkable, results reproducible, and a product should do what it says.

• Accuracy first. Our data products are built to be correct and reproducible before they are fast.
• Private by default. Our everyday apps need no account, and what you record in them stays on your device.
• We run what we ship. Design, engineering, hosting and support sit with the same small team, so the people who answer your question are the people who built the product.

Working with clients

Alongside our own products we take on consulting and development work: architecture reviews, technology choices and delivery plans; web products from first prototype to launch; data pipelines and quantitative research systems; and practical applications of language models, voice and image recognition. Everything we recommend is grounded in systems we operate ourselves.