Calibrate Ventures is led by former managing directors of JF Shea's family office who raised their own $80M fund in 2018, operating with a partner-only investment model that keeps decision-making among a small senior team rather than using junior investment professionals. The firm focuses specifically on applied AI, computer vision, robotics, and automation across manufacturing, warehousing, security, logistics, and construction sectors, with GP Paolo Pirjanian simultaneously serving as a social-robotics founder/CEO bringing an operator's perspective to their investment process.