Market research

OpenSight Ripple Beta

How do developments in IT, artificial intelligence, politics and finance ripple through the markets? Ripple maps causes and effects as a graph and computes how likely the first-, second- and third-order effects are. Drop in a market event, such as a frontier AI lab that cannot pay its compute bills, a market crash or a surprise open-weights model, and see how it ripples through every other factor.

We build the graph from curated research and your contributions, and we are connecting it to daily news, market and job data. A simulation across the whole graph computes every probability; AI helps you ask questions and extend the graph, but it never does the maths.

Ripple is in beta: the graph is still growing, and the numbers are model estimates, not forecasts you should bet on.