Problem
Work in messy domains
Markets, games, scientific systems, and AI products all punish generic interfaces.
Independent products. Selective partnerships.
Games, systems for financial markets, apps, AI systems, and tools that do not fit cleanly into a category. We build our own products, and sometimes work with clients or partners when the work is worth doing. We fight for the user.
Expertise map
The work moves between reasoning, markets, AI, workflow software, scientific systems, and games. Some areas are shipped proof. Some are technical range. Some are where we are deliberately leaning next.
How we work
We do not hide hard problems behind soft interfaces. We build the right interface to make hard problems easier.
Problem
Markets, games, scientific systems, and AI products all punish generic interfaces.
Model
Show state, assumptions, and intermediate results where they matter.
Judgment
Leave judgment with the person using the tool. Automation should support the decision, not swallow it.
Action
The product is done when it helps someone take the next step.
Labs
A current lab product for source-bound contract answers and deterministic rule checks.
Archive
A math surface where entry, error handling, charts, and solution reports keep the work visible.
Archive
A market-analysis workflow for screening, comparing, saving, and monitoring seasonal patterns.
Contact
Write to hello@cyrillian.com or use the contact form.