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We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring.

Fintechs, banks, and other institutions managing financial services face constant pressure to reduce costs, enhance customer experience, and ensure regulatory compliance. PathPilot provides the speed of pre-built AI agents combined with the flexibility of full customization. This enables internal teams to remain in full control, designing, deploying, and governing AI solutions independently, without reliance on external vendors.