Lillian Freiberg is Head of North America at Clarity AI, where she leads commercial strategy and partnerships with asset managers, banks, and institutional allocators. Her work focuses on embedding real-world risk and performance signals directly into investment and portfolio construction workflows across asset classes. She works with quantitative and fundamental teams to move from fragmented datasets to decision-grade intelligence, helping institutions evaluate forward-looking risk, resilience, and emerging sources of return. Prior to Clarity AI, she held roles at SS&C GlobeOp, Flat World Partners, YvesBlue, and Main Street Hub, advising institutional clients on deploying data at scale within complex investment environments. She holds a degree from Barnard College, where she studied English Literature, Economics, and Mandarin.