




Built a tool that turns geopolitical headlines into tradable market context
I built Ontology to turn live macro, policy, and geopolitical events into actual market context.
When a catalyst hits, the problem usually is not finding the news. The problem is understanding what matters, which assets are exposed, how the shock is likely to transmit across markets, and what is worth doing about it.
For example, if there is an escalation around the Strait of Hormuz, Ontology lets you track the live context, connect the event to the exposed assets, trace transmission into crude, inflation expectations, rates, credit, FX, and volatility, compare the move with historical analogs, and turn that into a decision-ready view without jumping across a dozen tabs.
The goal is to go from headline to market channel to portfolio implications in one workflow.