IV Capital

The entire book rides on one autonomous machine-learning engine trading a single instrument: WTI crude oil, around the clock. That is a deliberately narrow target for a systematic fund, and the firm builds its whole incentive structure around it, tying its own financial growth directly to how the technology performs rather than to assets gathered.

IV Capital runs as a deliberately decentralized entity rather than from one trading floor, with the Frankfurt headquarters joined by offices in Riga, London, and Dubai. The Latvian arm is registered formally as a foreign-merchant branch rather than a standalone company. Alongside the crude strategy the firm pursues a disciplined real estate book, an unusual pairing for a data-driven prop shop.