At Ensemble VC, Ian Heinrich helps connect the firm's machine-learning system to real investment decisions, and he writes about physical AI, reindustrialization across defense, energy, housing, and manufacturing, next-generation defense technology, and rare earths as a venture opportunity. Before joining Ensemble, he played semi-professional soccer at Johns Hopkins, worked in management consulting and later supported Mercer's CFO, invested across the U.S. and Europe at Collaborative Fund, and now serves on the board of his family's conservation-focused foundation after growing up in a conservation community outside Chicago.
About their Fund
Ensemble VC is unusually software-native, with about half its team made up of data scientists and engineers who spent five years building Unity, a platform that ranks startup teams using hundreds of signals and is now also used by outside firms like Draper Associates, Boost, Overmatch, and Wilson Sonsini; the fund invests based on what teams know rather than who they know, puts over 50% of its management fee into this data platform, and reaches out proactively to a small number of high-conviction founders each year, offering a 360 review of leadership teams as companies grow. Based in Texas rather than Silicon Valley, the founding team combines classic venture backgrounds from Kauffman Fellows, Bain Capital Ventures, Norwest, and Correlation Ventures with data science experience from IBM Watson, and it uses talent-flow analysis to spot emerging categories early, as seen in investments like Blueprint, Loti, Saronic, CHAOS, and Manifest, while also aiming to identify people who could become founders and encourage them to start companies.
















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