Join a group of builders shaping the future of financial research with artificial intelligence. We champion autonomy, mastery, and tireless drive.

Long before Coustra became a platform, its founder Jonas was fascinated by financial markets and the challenge of making well-timed decisions. Like many analysts and traders, he discovered that real confidence doesn’t come from data alone—it comes from structuring information, visualizing relationships, and building models that make sense. By the time that work was done, opportunities had often already passed.
The problem wasn’t a lack of knowledge, but time. Research is endless, markets move fast, and existing tools force analysts to spend more effort collecting and monitoring data than actually thinking. While AI made it easier to gather and summarize information, chat-based tools fell short where it mattered most: they couldn’t build structured models, visualize complex relationships, or maintain deep analytical context.
So Coustra was born. What started as a small Python project grew into a platform that goes beyond chat, embedding AI directly into research workflows. Coustra helps structure data, connect insights, and visualize decisions—shifting time away from manual work and toward faster, more confident strategic action.
