Soros

Soros is an AI platform for geopolitical macro investing, built by Lookback Labs. A user describes a geopolitical situation in plain language, and the system turns it into market forecasts. It runs targeted web searches, identifies the factions and decision makers involved, and pulls live market data to build a research foundation before any analysis begins. The product differs from country level analysis by modeling factions inside a state, each with its own agenda, risk tolerance and power, using game theoretic actor maps grounded in formal political science. From that map it generates scenarios with decision trees and market transmission logic, then runs Monte Carlo simulation to derive probabilities from the strategic configuration rather than from narrative confidence. An independent audit step critiques the reasoning, and the output includes trade ideas tied to the scenarios. The site illustrates this with a worked analysis of a US Iran conflict covering 19 actors, four scenarios and 218,700 simulation paths. Soros is designed for global macro funds, commodity and energy desks, risk teams, sovereign allocators and individual investors. The vendor states it is open to both institutional and individual users. The product is in a private beta with early access by request, with a demo and a guided tour available on the site. The vendor does not publish pricing.