Svenka, Co.

Research systems for markets and sports.

Svenka, Co. is an applied-AI studio. We test ideas on data before they cost anything.

One year of daily price paths for the most traded US stocks, drawn as thin lines, with one path highlighted.

What we build

Market research systems

Ideas about markets are written down and frozen first, then scored on prices that did not exist when the idea was made.

Sports data

SHFantasy, a sports-data venture, is in build.

AI agents that check each other

Agents research, draft and challenge one another. Each one is graded on what actually happened and trusted in proportion to its record.

Live events

Stage and production equipment for live events. Launching later.

How we work

Write the test before the result.

A hypothesis, its data and its pass mark are fixed before anyone looks. Nothing gets rescored after the fact.

Grade every call against what happened.

Predictions carry a date they resolve on. The record decides how much weight a model, a rule or an agent gets next time.

Retire what does not hold up.

An idea that fails its own test is written up and switched off, not tuned until it looks right.

Founded by Koon Yuk Hugo ChanInvestor and operator, Hong Kong

Founder profile